diff --git a/ci/scripts/run-backfill-tests.sh b/ci/scripts/run-backfill-tests.sh
index c03762a7150a7..917c67b6958a8 100755
--- a/ci/scripts/run-backfill-tests.sh
+++ b/ci/scripts/run-backfill-tests.sh
@@ -281,12 +281,30 @@ test_backfill_snapshot_with_wider_rows() {
   kill_cluster
 }
 
+test_snapshot_backfill() {
+  echo "--- e2e, snapshot backfill test, $RUNTIME_CLUSTER_PROFILE"
+
+  risedev ci-start $RUNTIME_CLUSTER_PROFILE
+
+  sqllogictest -p 4566 -d dev 'e2e_test/backfill/snapshot_backfill/create_nexmark_table.slt'
+
+  TEST_NAME=nexmark_q3 sqllogictest -p 4566 -d dev 'e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q3.slt' &
+  TEST_NAME=nexmark_q7 sqllogictest -p 4566 -d dev 'e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q7.slt' &
+
+  wait
+
+  sqllogictest -p 4566 -d dev 'e2e_test/backfill/snapshot_backfill/drop_nexmark_table.slt'
+
+  kill_cluster
+}
+
 main() {
   set -euo pipefail
   test_snapshot_and_upstream_read
   test_backfill_tombstone
   test_replication_with_column_pruning
   test_sink_backfill_recovery
+  test_snapshot_backfill
 
   # Only if profile is "ci-release", run it.
   if [[ ${profile:-} == "ci-release" ]]; then
diff --git a/ci/workflows/main-cron.yml b/ci/workflows/main-cron.yml
index 17dc713818ff0..f6a6824cc9cdf 100644
--- a/ci/workflows/main-cron.yml
+++ b/ci/workflows/main-cron.yml
@@ -743,7 +743,7 @@ steps:
           config: ci/docker-compose.yml
           mount-buildkite-agent: true
       - ./ci/plugins/upload-failure-logs
-    timeout_in_minutes: 24
+    timeout_in_minutes: 30
     retry: *auto-retry
 
   - label: "e2e standalone binary test"
diff --git a/docker/dashboards/risingwave-dev-dashboard.json b/docker/dashboards/risingwave-dev-dashboard.json
index 1a14442fc9fe0..993ab3e9078eb 100644
--- a/docker/dashboards/risingwave-dev-dashboard.json
+++ b/docker/dashboards/risingwave-dev-dashboard.json
@@ -1 +1 @@
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diff --git a/e2e_test/backfill/snapshot_backfill/check_data_equal.slt.part b/e2e_test/backfill/snapshot_backfill/check_data_equal.slt.part
new file mode 100644
index 0000000000000..b6475d2f69b15
--- /dev/null
+++ b/e2e_test/backfill/snapshot_backfill/check_data_equal.slt.part
@@ -0,0 +1,26 @@
+control substitution on
+
+# the result from batch query and materialized view should be the same
+query T
+select * from ${TEST_NAME}_v
+except
+select * from ${TEST_NAME}_mv;
+----
+
+query T
+select * from ${TEST_NAME}_mv
+except
+select * from ${TEST_NAME}_v;
+----
+
+query T
+select * from ${TEST_NAME}_extended_mv
+except
+select * from ${TEST_NAME}_mv;
+----
+
+query T
+select * from ${TEST_NAME}_mv
+except
+select * from ${TEST_NAME}_extended_mv;
+----
\ No newline at end of file
diff --git a/e2e_test/backfill/snapshot_backfill/create_nexmark_table.slt b/e2e_test/backfill/snapshot_backfill/create_nexmark_table.slt
new file mode 100644
index 0000000000000..8d435b5dd7b9e
--- /dev/null
+++ b/e2e_test/backfill/snapshot_backfill/create_nexmark_table.slt
@@ -0,0 +1,54 @@
+statement ok
+CREATE table person (
+    "id" BIGINT,
+    "name" VARCHAR,
+    "email_address" VARCHAR,
+    "credit_card" VARCHAR,
+    "city" VARCHAR,
+    "state" VARCHAR,
+    "date_time" TIMESTAMP,
+    "extra" VARCHAR
+) with (
+    connector = 'nexmark',
+    nexmark.table.type = 'Person',
+    nexmark.split.num = '8',
+    nexmark.min.event.gap.in.ns = '50000'
+);
+
+statement ok
+CREATE table auction (
+    "id" BIGINT,
+    "item_name" VARCHAR,
+    "description" VARCHAR,
+    "initial_bid" BIGINT,
+    "reserve" BIGINT,
+    "date_time" TIMESTAMP,
+    "expires" TIMESTAMP,
+    "seller" BIGINT,
+    "category" BIGINT,
+    "extra" VARCHAR
+) with (
+    connector = 'nexmark',
+    nexmark.table.type = 'Auction',
+    nexmark.split.num = '8',
+    nexmark.min.event.gap.in.ns = '50000'
+);
+
+statement ok
+CREATE table bid (
+    "auction" BIGINT,
+    "bidder" BIGINT,
+    "price" BIGINT,
+    "channel" VARCHAR,
+    "url" VARCHAR,
+    "date_time" TIMESTAMP,
+    "extra" VARCHAR
+) with (
+    connector = 'nexmark',
+    nexmark.table.type = 'Bid',
+    nexmark.split.num = '8',
+    nexmark.min.event.gap.in.ns = '100000'
+);
+
+# sleep for a while to let table accumulate enough data
+sleep 10s
\ No newline at end of file
diff --git a/e2e_test/backfill/snapshot_backfill/drop_nexmark_table.slt b/e2e_test/backfill/snapshot_backfill/drop_nexmark_table.slt
new file mode 100644
index 0000000000000..6c382c552d900
--- /dev/null
+++ b/e2e_test/backfill/snapshot_backfill/drop_nexmark_table.slt
@@ -0,0 +1,8 @@
+statement ok
+drop table bid;
+
+statement ok
+drop table auction;
+
+statement ok
+drop table person;
\ No newline at end of file
diff --git a/e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q3.slt b/e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q3.slt
new file mode 100644
index 0000000000000..aae7af0753cdd
--- /dev/null
+++ b/e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q3.slt
@@ -0,0 +1,14 @@
+control substitution on
+
+statement ok
+create view ${TEST_NAME}_v as
+ SELECT P.name,
+        P.city,
+        P.state,
+        A.id
+ FROM auction AS A
+          INNER JOIN person AS P on A.seller = P.id
+ WHERE A.category = 10
+   and (P.state = 'or' OR P.state = 'id' OR P.state = 'ca');
+
+include ../run_test.slt.part
\ No newline at end of file
diff --git a/e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q7.slt b/e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q7.slt
new file mode 100644
index 0000000000000..af5af3d9708c3
--- /dev/null
+++ b/e2e_test/backfill/snapshot_backfill/nexmark/nexmark_q7.slt
@@ -0,0 +1,25 @@
+control substitution on
+
+statement ok
+create view ${TEST_NAME}_v as
+SELECT
+    B.auction,
+    B.price,
+    B.bidder,
+    B.date_time
+from
+    bid B
+    JOIN (
+        SELECT
+            MAX(price) AS maxprice,
+            window_end as date_time
+        FROM
+            TUMBLE(bid, date_time, INTERVAL '10' SECOND)
+        GROUP BY
+            window_end
+    ) B1 ON B.price = B1.maxprice
+WHERE
+    B.date_time BETWEEN B1.date_time - INTERVAL '10' SECOND
+    AND B1.date_time;
+
+include ../run_test.slt.part
\ No newline at end of file
diff --git a/e2e_test/backfill/snapshot_backfill/run_test.slt.part b/e2e_test/backfill/snapshot_backfill/run_test.slt.part
new file mode 100644
index 0000000000000..339996f7668f5
--- /dev/null
+++ b/e2e_test/backfill/snapshot_backfill/run_test.slt.part
@@ -0,0 +1,28 @@
+control substitution on
+
+statement ok
+set backfill_rate_limit = 500;
+
+statement ok
+set streaming_use_snapshot_backfill = true;
+
+statement ok
+create materialized view ${TEST_NAME}_mv as select * from ${TEST_NAME}_v;
+
+statement ok
+create materialized view ${TEST_NAME}_extended_mv as select * from ${TEST_NAME}_mv;
+
+include ./check_data_equal.slt.part
+
+sleep 3s
+
+include ./check_data_equal.slt.part
+
+statement ok
+drop materialized view ${TEST_NAME}_extended_mv;
+
+statement ok
+drop materialized view ${TEST_NAME}_mv;
+
+statement ok
+drop view ${TEST_NAME}_v;
\ No newline at end of file
diff --git a/e2e_test/batch/catalog/pg_settings.slt.part b/e2e_test/batch/catalog/pg_settings.slt.part
index 081a30cd90cb1..3482ce4850246 100644
--- a/e2e_test/batch/catalog/pg_settings.slt.part
+++ b/e2e_test/batch/catalog/pg_settings.slt.part
@@ -59,6 +59,7 @@ user standard_conforming_strings
 user statement_timeout
 user streaming_parallelism
 user streaming_use_arrangement_backfill
+user streaming_use_snapshot_backfill
 user synchronize_seqscans
 user timezone
 user transaction_isolation
diff --git a/grafana/risingwave-dev-dashboard.dashboard.py b/grafana/risingwave-dev-dashboard.dashboard.py
index 4c11b3cab52a9..54ddba36025c0 100644
--- a/grafana/risingwave-dev-dashboard.dashboard.py
+++ b/grafana/risingwave-dev-dashboard.dashboard.py
@@ -726,6 +726,9 @@ def section_streaming(outer_panels):
                         panels.target(
                             f"{metric('in_flight_barrier_nums')}", "in_flight_barrier"
                         ),
+                        panels.target(
+                            f"{metric('meta_snapshot_backfill_inflight_barrier_num')}", "snapshot_backfill_in_flight_barrier {{table_id}}"
+                        ),
                     ],
                 ),
                 panels.timeseries_latency(
@@ -745,7 +748,14 @@ def section_streaming(outer_panels):
                             f"rate({metric('meta_barrier_duration_seconds_sum')}[$__rate_interval]) / rate({metric('meta_barrier_duration_seconds_count')}[$__rate_interval]) > 0",
                             "barrier_latency_avg",
                         ),
-                    ],
+                    ]
+                    + quantile(
+                          lambda quantile, legend: panels.target(
+                              f"histogram_quantile({quantile}, sum(rate({metric('meta_snapshot_backfill_barrier_duration_seconds_bucket')}[$__rate_interval])) by (le, table_id, barrier_type))",
+                              f"snapshot_backfill_barrier_latency_p{legend} table_id[{{{{table_id}}}}] {{{{barrier_type}}}}",
+                          ),
+                          [50, 90, 99, 999, "max"],
+                      ),
                 ),
                 panels.timeseries(
                     "Barrier pending time (secs)",
@@ -892,6 +902,11 @@ def section_streaming(outer_panels):
                             "table_id={{table_id}} actor={{actor_id}} @ {{%s}}"
                             % NODE_LABEL,
                         ),
+                        panels.target(
+                            f"rate({table_metric('stream_snapshot_backfill_consume_snapshot_row_count')}[$__rate_interval])",
+                            "table_id={{table_id}} actor={{actor_id}} {{stage}} @ {{%s}}"
+                            % NODE_LABEL,
+                        ),
                     ],
                 ),
                 panels.timeseries_rowsps(
@@ -974,7 +989,19 @@ def section_streaming(outer_panels):
                             f"rate({metric('meta_barrier_wait_commit_duration_seconds_sum')}[$__rate_interval]) / rate({metric('meta_barrier_wait_commit_duration_seconds_count')}[$__rate_interval]) > 0",
                             "barrier_wait_commit_avg",
                         ),
-                    ],
+                    ] + quantile(
+                        lambda quantile, legend: panels.target(
+                            f"histogram_quantile({quantile}, sum(rate({metric('meta_snapshot_backfill_barrier_wait_commit_duration_seconds_bucket')}[$__rate_interval])) by (le, table_id))",
+                            f"snapshot_backfill_barrier_wait_commit_latency_p{legend} table_id[{{{{table_id}}}}]",
+                        ),
+                        [50, 90, 99, 999, "max"],
+                    ) + quantile(
+                         lambda quantile, legend: panels.target(
+                             f"histogram_quantile({quantile}, sum(rate({metric('meta_snapshot_backfill_upstream_wait_progress_latency_bucket')}[$__rate_interval])) by (le, table_id))",
+                             f"snapshot_backfill_upstream_wait_progress_latency_p{legend} table_id[{{{{table_id}}}}]",
+                         ),
+                         [50, 90, 99, 999, "max"],
+                     )
                 ),
                 panels.timeseries_ops(
                     "Earliest In-Flight Barrier Progress",
@@ -987,6 +1014,16 @@ def section_streaming(outer_panels):
                         ),
                     ],
                 ),
+                panels.timeseries_latency(
+                    "Snapshot Backfill Lag",
+                    "",
+                    [
+                        panels.target(
+                            f"{metric('meta_snapshot_backfill_upstream_lag')} / (2^16) / 1000",
+                            "lag @ {{table_id}}",
+                        ),
+                    ],
+                ),
             ],
         )
     ]
diff --git a/grafana/risingwave-dev-dashboard.json b/grafana/risingwave-dev-dashboard.json
index 1a14442fc9fe0..993ab3e9078eb 100644
--- a/grafana/risingwave-dev-dashboard.json
+++ b/grafana/risingwave-dev-dashboard.json
@@ -1 +1 @@
-{"__inputs":[],"annotations":{"list":[]},"description":"RisingWave Dev Dashboard","editable":true,"gnetId":null,"graphTooltip":0,"hideControls":false,"id":null,"links":[],"panels":[{"cacheTimeout":null,"collapsed":true,"datasource":null,"description":null,"editable":true,"error":false,"fieldConfig":{"defaults":{"thresholds":{"mode":"absolute","steps":[]}}},"gridPos":{"h":1,"w":24,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":1,"interval":null,"links":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"panels":[{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about actors","editable":true,"error":false,"fieldConfig":{"defaults":{"custom":{"align":"auto","displayMode":"auto","filterable":true},"thresholds":{"mode":"absolute","steps":[]}},"overrides":[]},"fontSize":"100%","gridPos":{"h":8,"w":12,"x":0,"y":0},"height":null,"hideTimeOverride":false,"id":2,"interval":null,"links":[],"mappings":[],"maxDataPoints":100,"maxPerRow":null,"minSpan":null,"options":{"showHeader":true},"repeat":null,"repeatDirection":null,"span":6,"targets":[{"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"expr":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","format":"table","hide":false,"instant":true,"interval":"","intervalFactor":2,"legendFormat":"","metric":"","query":"group(actor_info{job=~\"$job\",instance=~\"$node\"}) by (actor_id, fragment_id, compute_node)","refId":"","step":10,"target":""}],"timeFrom":null,"timeShift":null,"title":"Actor Info","transformations":[{"id":"organize","options":{"excludeByName":{"Time":true,"Value":true},"indexByName":{"actor_id":0,"compute_node":2,"fragment_id":1}}}],"transparent":false,"type":"table"},{"cacheTimeout":null,"color":{"mode":"thresholds"},"columns":[],"datasource":{"type":"prometheus","uid":"risedev-prometheus"},"description":"Information about state tables. 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diff --git a/proto/stream_plan.proto b/proto/stream_plan.proto
index 7aa48d1184d03..4148e78690745 100644
--- a/proto/stream_plan.proto
+++ b/proto/stream_plan.proto
@@ -97,6 +97,7 @@ message CombinedMutation {
 }
 
 message SubscriptionUpstreamInfo {
+  // can either be subscription_id or table_id of creating TableFragments
   uint32 subscriber_id = 1;
   uint32 upstream_mv_table_id = 2;
 }
@@ -543,6 +544,9 @@ enum StreamScanType {
 
   // ArrangementBackfillExecutor
   STREAM_SCAN_TYPE_ARRANGEMENT_BACKFILL = 5;
+
+  // SnapshotBackfillExecutor
+  STREAM_SCAN_TYPE_SNAPSHOT_BACKFILL = 6;
 }
 
 // StreamScanNode reads data from upstream table first, and then pass all events to downstream.
@@ -949,6 +953,7 @@ enum FragmentTypeFlag {
   FRAGMENT_TYPE_FLAG_DML = 128;
   FRAGMENT_TYPE_FLAG_CDC_FILTER = 256;
   FRAGMENT_TYPE_FLAG_SOURCE_SCAN = 1024;
+  FRAGMENT_TYPE_FLAG_SNAPSHOT_BACKFILL_STREAM_SCAN = 2048;
 }
 
 // The streaming context associated with a stream plan
diff --git a/proto/stream_service.proto b/proto/stream_service.proto
index ef49d4902a14a..ab9a70a55c1a2 100644
--- a/proto/stream_service.proto
+++ b/proto/stream_service.proto
@@ -59,6 +59,16 @@ message InjectBarrierRequest {
   repeated uint32 actor_ids_to_collect = 4;
   repeated uint32 table_ids_to_sync = 5;
   uint32 partial_graph_id = 6;
+  // Actors in the partial graphs of the creating jobs that need to be pre-synced the barrier mutation to.
+  //
+  // This is required because in snapshot backfill, the snapshot backfill executor receive barriers from
+  // both local barrier manager and upstream. If we don't pre-sync the barrier mutations, when an input executor
+  // of an snapshot backfill actor receive a barrier, it will be blocked when trying the fetch the mutation
+  // of this upstream barrier. The reason for blocking is that, the snapshot backfill have slower progress,
+  // and therefore won't be synced with the mutation of barrier in upstream. To solve this issue of blocking,
+  // we specify the set of snapshot backfill actors that needs to be pre-synced with the upstream barrier mutation,
+  // so that the input executor won't be blocked at waiting for the mutation of upstream barriers.
+  repeated uint32 actor_ids_to_pre_sync_barrier_mutation = 7;
 }
 
 message BarrierCompleteResponse {
diff --git a/src/common/src/session_config/mod.rs b/src/common/src/session_config/mod.rs
index 16cc337c6f46a..ffdbe6753acb5 100644
--- a/src/common/src/session_config/mod.rs
+++ b/src/common/src/session_config/mod.rs
@@ -161,6 +161,9 @@ pub struct SessionConfig {
     #[parameter(default = true)]
     streaming_use_arrangement_backfill: bool,
 
+    #[parameter(default = false)]
+    streaming_use_snapshot_backfill: bool,
+
     /// Allow `jsonb` in stream key
     #[parameter(default = false, rename = "rw_streaming_allow_jsonb_in_stream_key")]
     streaming_allow_jsonb_in_stream_key: bool,
diff --git a/src/common/src/util/chunk_coalesce.rs b/src/common/src/util/chunk_coalesce.rs
index 40017e9bc003c..7e96c739d1983 100644
--- a/src/common/src/util/chunk_coalesce.rs
+++ b/src/common/src/util/chunk_coalesce.rs
@@ -49,6 +49,10 @@ impl DataChunkBuilder {
         }
     }
 
+    pub fn batch_size(&self) -> usize {
+        self.batch_size
+    }
+
     /// Lazily create the array builders if absent
     fn ensure_builders(&mut self) {
         if self.array_builders.len() != self.data_types.len() {
diff --git a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
index 07a60e4375727..23087274c3b23 100644
--- a/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
+++ b/src/frontend/src/catalog/system_catalog/rw_catalog/rw_hummock_version.rs
@@ -225,3 +225,27 @@ async fn read_hummock_snapshot_groups(
         })
         .collect())
 }
+
+#[derive(Fields)]
+struct RwHummockTableChangeLog {
+    #[primary_key]
+    table_id: i32,
+    change_log: JsonbVal,
+}
+
+#[system_catalog(table, "rw_catalog.rw_hummock_table_change_log")]
+async fn read_hummock_table_change_log(
+    reader: &SysCatalogReaderImpl,
+) -> Result<
+    Vec<crate::catalog::system_catalog::rw_catalog::rw_hummock_version::RwHummockTableChangeLog>,
+> {
+    let version = reader.meta_client.get_hummock_current_version().await?;
+    Ok(version
+        .table_change_log
+        .iter()
+        .map(|(table_id, change_log)| RwHummockTableChangeLog {
+            table_id: table_id.table_id as i32,
+            change_log: json!(change_log.to_protobuf()).into(),
+        })
+        .collect())
+}
diff --git a/src/frontend/src/optimizer/mod.rs b/src/frontend/src/optimizer/mod.rs
index f59c0635b8bd2..b824e052e50bf 100644
--- a/src/frontend/src/optimizer/mod.rs
+++ b/src/frontend/src/optimizer/mod.rs
@@ -449,10 +449,16 @@ impl PlanRoot {
     }
 
     /// Generate optimized stream plan
-    fn gen_optimized_stream_plan(&mut self, emit_on_window_close: bool) -> Result<PlanRef> {
+    fn gen_optimized_stream_plan(
+        &mut self,
+        emit_on_window_close: bool,
+        allow_snapshot_backfill: bool,
+    ) -> Result<PlanRef> {
         assert_eq!(self.phase, PlanPhase::Logical);
         assert_eq!(self.plan.convention(), Convention::Logical);
-        let stream_scan_type = if self.should_use_arrangement_backfill() {
+        let stream_scan_type = if allow_snapshot_backfill && self.should_use_snapshot_backfill() {
+            StreamScanType::SnapshotBackfill
+        } else if self.should_use_arrangement_backfill() {
             StreamScanType::ArrangementBackfill
         } else {
             StreamScanType::Backfill
@@ -634,7 +640,8 @@ impl PlanRoot {
     ) -> Result<StreamMaterialize> {
         assert_eq!(self.phase, PlanPhase::Logical);
         assert_eq!(self.plan.convention(), Convention::Logical);
-        let stream_plan = self.gen_optimized_stream_plan(false)?;
+        // Snapshot backfill is not allowed for create table
+        let stream_plan = self.gen_optimized_stream_plan(false, false)?;
         assert_eq!(self.phase, PlanPhase::Stream);
         assert_eq!(stream_plan.convention(), Convention::Stream);
 
@@ -873,7 +880,7 @@ impl PlanRoot {
         let cardinality = self.compute_cardinality();
         assert_eq!(self.phase, PlanPhase::Logical);
         assert_eq!(self.plan.convention(), Convention::Logical);
-        let stream_plan = self.gen_optimized_stream_plan(emit_on_window_close)?;
+        let stream_plan = self.gen_optimized_stream_plan(emit_on_window_close, true)?;
         assert_eq!(self.phase, PlanPhase::Stream);
         assert_eq!(stream_plan.convention(), Convention::Stream);
         StreamMaterialize::create(
@@ -900,7 +907,7 @@ impl PlanRoot {
         let cardinality = self.compute_cardinality();
         assert_eq!(self.phase, PlanPhase::Logical);
         assert_eq!(self.plan.convention(), Convention::Logical);
-        let stream_plan = self.gen_optimized_stream_plan(false)?;
+        let stream_plan = self.gen_optimized_stream_plan(false, false)?;
         assert_eq!(self.phase, PlanPhase::Stream);
         assert_eq!(stream_plan.convention(), Convention::Stream);
 
@@ -935,6 +942,9 @@ impl PlanRoot {
     ) -> Result<StreamSink> {
         let stream_scan_type = if without_backfill {
             StreamScanType::UpstreamOnly
+        } else if target_table.is_none() && self.should_use_snapshot_backfill() {
+            // Snapshot backfill on sink-into-table is not allowed
+            StreamScanType::SnapshotBackfill
         } else if self.should_use_arrangement_backfill() {
             StreamScanType::ArrangementBackfill
         } else {
@@ -973,6 +983,14 @@ impl PlanRoot {
             .enable_arrangement_backfill;
         arrangement_backfill_enabled && session_ctx.config().streaming_use_arrangement_backfill()
     }
+
+    pub fn should_use_snapshot_backfill(&self) -> bool {
+        self.plan
+            .ctx()
+            .session_ctx()
+            .config()
+            .streaming_use_snapshot_backfill()
+    }
 }
 
 fn find_version_column_index(
diff --git a/src/frontend/src/optimizer/plan_node/stream_table_scan.rs b/src/frontend/src/optimizer/plan_node/stream_table_scan.rs
index 8a85a0c324dca..b75ec5b1c1d46 100644
--- a/src/frontend/src/optimizer/plan_node/stream_table_scan.rs
+++ b/src/frontend/src/optimizer/plan_node/stream_table_scan.rs
@@ -250,9 +250,9 @@ impl StreamTableScan {
         // The required columns from the table (both scan and upstream).
         let upstream_column_ids = match self.stream_scan_type {
             // For backfill, we additionally need the primary key columns.
-            StreamScanType::Backfill | StreamScanType::ArrangementBackfill => {
-                self.core.output_and_pk_column_ids()
-            }
+            StreamScanType::Backfill
+            | StreamScanType::ArrangementBackfill
+            | StreamScanType::SnapshotBackfill => self.core.output_and_pk_column_ids(),
             StreamScanType::Chain | StreamScanType::Rearrange | StreamScanType::UpstreamOnly => {
                 self.core.output_column_ids()
             }
diff --git a/src/frontend/src/stream_fragmenter/mod.rs b/src/frontend/src/stream_fragmenter/mod.rs
index 7596a5544b391..b3b04e8a8bdcc 100644
--- a/src/frontend/src/stream_fragmenter/mod.rs
+++ b/src/frontend/src/stream_fragmenter/mod.rs
@@ -26,7 +26,7 @@ use risingwave_common::catalog::TableId;
 use risingwave_pb::plan_common::JoinType;
 use risingwave_pb::stream_plan::{
     DispatchStrategy, DispatcherType, ExchangeNode, FragmentTypeFlag, NoOpNode,
-    StreamFragmentGraph as StreamFragmentGraphProto, StreamNode,
+    StreamFragmentGraph as StreamFragmentGraphProto, StreamNode, StreamScanType,
 };
 
 use self::rewrite::build_delta_join_without_arrange;
@@ -289,6 +289,10 @@ fn build_fragment(
 
             NodeBody::StreamScan(node) => {
                 current_fragment.fragment_type_mask |= FragmentTypeFlag::StreamScan as u32;
+                if node.stream_scan_type() == StreamScanType::SnapshotBackfill {
+                    current_fragment.fragment_type_mask |=
+                        FragmentTypeFlag::SnapshotBackfillStreamScan as u32;
+                }
                 // memorize table id for later use
                 // The table id could be a upstream CDC source
                 state
diff --git a/src/meta/src/barrier/command.rs b/src/meta/src/barrier/command.rs
index 520f7ef4e373b..b63c1ede24fbc 100644
--- a/src/meta/src/barrier/command.rs
+++ b/src/meta/src/barrier/command.rs
@@ -42,7 +42,7 @@ use risingwave_pb::stream_service::WaitEpochCommitRequest;
 use thiserror_ext::AsReport;
 use tracing::warn;
 
-use super::info::CommandFragmentChanges;
+use super::info::{CommandFragmentChanges, InflightGraphInfo};
 use super::trace::TracedEpoch;
 use crate::barrier::{GlobalBarrierManagerContext, InflightSubscriptionInfo};
 use crate::manager::{DdlType, InflightFragmentInfo, MetadataManager, StreamingJob, WorkerId};
@@ -159,7 +159,9 @@ pub struct CreateStreamingJobCommandInfo {
 }
 
 impl CreateStreamingJobCommandInfo {
-    fn new_fragment_info(&self) -> impl Iterator<Item = (FragmentId, InflightFragmentInfo)> + '_ {
+    pub(super) fn new_fragment_info(
+        &self,
+    ) -> impl Iterator<Item = (FragmentId, InflightFragmentInfo)> + '_ {
         self.table_fragments.fragments.values().map(|fragment| {
             (
                 fragment.fragment_id,
@@ -190,6 +192,18 @@ impl CreateStreamingJobCommandInfo {
     }
 }
 
+#[derive(Debug, Clone)]
+pub struct SnapshotBackfillInfo {
+    pub upstream_mv_table_ids: HashSet<TableId>,
+}
+
+#[derive(Debug, Clone)]
+pub enum CreateStreamingJobType {
+    Normal,
+    SinkIntoTable(ReplaceTablePlan),
+    SnapshotBackfill(SnapshotBackfillInfo),
+}
+
 /// [`Command`] is the input of [`crate::barrier::GlobalBarrierManager`]. For different commands,
 /// it will build different barriers to send, and may do different stuffs after the barrier is
 /// collected.
@@ -234,9 +248,9 @@ pub enum Command {
     /// will be set to `Created`.
     CreateStreamingJob {
         info: CreateStreamingJobCommandInfo,
-        /// This is for create SINK into table.
-        replace_table: Option<ReplaceTablePlan>,
+        job_type: CreateStreamingJobType,
     },
+    MergeSnapshotBackfillStreamingJobs(HashMap<TableId, (SnapshotBackfillInfo, InflightGraphInfo)>),
     /// `CancelStreamingJob` command generates a `Stop` barrier including the actors of the given
     /// table fragment.
     ///
@@ -315,10 +329,11 @@ impl Command {
                     .map(|fragment_id| (*fragment_id, CommandFragmentChanges::RemoveFragment))
                     .collect(),
             ),
-            Command::CreateStreamingJob {
-                info,
-                replace_table,
-            } => {
+            Command::CreateStreamingJob { info, job_type } => {
+                assert!(
+                    !matches!(job_type, CreateStreamingJobType::SnapshotBackfill(_)),
+                    "should handle fragment changes separately for snapshot backfill"
+                );
                 let mut changes: HashMap<_, _> = info
                     .new_fragment_info()
                     .map(|(fragment_id, info)| {
@@ -326,7 +341,7 @@ impl Command {
                     })
                     .collect();
 
-                if let Some(plan) = replace_table {
+                if let CreateStreamingJobType::SinkIntoTable(plan) = job_type {
                     let extra_change = plan.fragment_changes();
                     changes.extend(extra_change);
                 }
@@ -361,6 +376,7 @@ impl Command {
                     .collect(),
             ),
             Command::ReplaceTable(plan) => Some(plan.fragment_changes()),
+            Command::MergeSnapshotBackfillStreamingJobs(_) => None,
             Command::SourceSplitAssignment(_) => None,
             Command::Throttle(_) => None,
             Command::CreateSubscription { .. } => None,
@@ -384,7 +400,7 @@ impl Command {
     }
 }
 
-#[derive(Debug)]
+#[derive(Debug, Clone)]
 pub enum BarrierKind {
     Initial,
     Barrier,
@@ -420,7 +436,6 @@ pub struct CommandContext {
     /// Resolved info in this barrier loop.
     pub node_map: HashMap<WorkerId, PbWorkerNode>,
     pub subscription_info: InflightSubscriptionInfo,
-    pub table_ids_to_commit: HashSet<TableId>,
 
     pub prev_epoch: TracedEpoch,
     pub curr_epoch: TracedEpoch,
@@ -457,7 +472,6 @@ impl CommandContext {
     pub(super) fn new(
         node_map: HashMap<WorkerId, PbWorkerNode>,
         subscription_info: InflightSubscriptionInfo,
-        table_ids_to_commit: HashSet<TableId>,
         prev_epoch: TracedEpoch,
         curr_epoch: TracedEpoch,
         current_paused_reason: Option<PausedReason>,
@@ -469,7 +483,6 @@ impl CommandContext {
         Self {
             node_map,
             subscription_info,
-            table_ids_to_commit,
             prev_epoch,
             curr_epoch,
             current_paused_reason,
@@ -543,7 +556,7 @@ impl CommandContext {
                             init_split_assignment: split_assignment,
                             ..
                         },
-                    replace_table,
+                    job_type,
                 } => {
                     let actor_dispatchers = dispatchers
                         .iter()
@@ -561,23 +574,38 @@ impl CommandContext {
                         .values()
                         .flat_map(build_actor_connector_splits)
                         .collect();
+                    let subscriptions_to_add =
+                        if let CreateStreamingJobType::SnapshotBackfill(snapshot_backfill_info) =
+                            job_type
+                        {
+                            snapshot_backfill_info
+                                .upstream_mv_table_ids
+                                .iter()
+                                .map(|table_id| SubscriptionUpstreamInfo {
+                                    subscriber_id: table_fragments.table_id().table_id,
+                                    upstream_mv_table_id: table_id.table_id,
+                                })
+                                .collect()
+                        } else {
+                            Default::default()
+                        };
                     let add = Some(Mutation::Add(AddMutation {
                         actor_dispatchers,
                         added_actors,
                         actor_splits,
                         // If the cluster is already paused, the new actors should be paused too.
                         pause: self.current_paused_reason.is_some(),
-                        subscriptions_to_add: Default::default(),
+                        subscriptions_to_add,
                     }));
 
-                    if let Some(ReplaceTablePlan {
+                    if let CreateStreamingJobType::SinkIntoTable(ReplaceTablePlan {
                         old_table_fragments,
                         new_table_fragments: _,
                         merge_updates,
                         dispatchers,
                         init_split_assignment,
                         ..
-                    }) = replace_table
+                    }) = job_type
                     {
                         // TODO: support in v2.
                         let update = Self::generate_update_mutation_for_replace_table(
@@ -597,6 +625,21 @@ impl CommandContext {
                         add
                     }
                 }
+                Command::MergeSnapshotBackfillStreamingJobs(jobs_to_merge) => {
+                    Some(Mutation::DropSubscriptions(DropSubscriptionsMutation {
+                        info: jobs_to_merge
+                            .iter()
+                            .flat_map(|(table_id, (backfill_info, _))| {
+                                backfill_info.upstream_mv_table_ids.iter().map(
+                                    move |upstream_table_id| SubscriptionUpstreamInfo {
+                                        subscriber_id: table_id.table_id,
+                                        upstream_mv_table_id: upstream_table_id.table_id,
+                                    },
+                                )
+                            })
+                            .collect(),
+                    }))
+                }
 
                 Command::CancelStreamingJob(table_fragments) => {
                     let actors = table_fragments.actor_ids();
@@ -997,10 +1040,7 @@ impl CommandContext {
                 }
             }
 
-            Command::CreateStreamingJob {
-                info,
-                replace_table,
-            } => {
+            Command::CreateStreamingJob { info, job_type } => {
                 let CreateStreamingJobCommandInfo {
                     table_fragments,
                     dispatchers,
@@ -1028,14 +1068,14 @@ impl CommandContext {
                             )
                             .await?;
 
-                        if let Some(ReplaceTablePlan {
+                        if let CreateStreamingJobType::SinkIntoTable(ReplaceTablePlan {
                             old_table_fragments,
                             new_table_fragments,
                             merge_updates,
                             dispatchers,
                             init_split_assignment,
                             ..
-                        }) = replace_table
+                        }) = job_type
                         {
                             self.clean_up(old_table_fragments.actor_ids()).await?;
 
@@ -1061,13 +1101,13 @@ impl CommandContext {
                             )
                             .await?;
 
-                        if let Some(ReplaceTablePlan {
+                        if let CreateStreamingJobType::SinkIntoTable(ReplaceTablePlan {
                             new_table_fragments,
                             dispatchers,
                             init_split_assignment,
                             old_table_fragments,
                             ..
-                        }) = replace_table
+                        }) = job_type
                         {
                             // Tell compute nodes to drop actors.
                             self.clean_up(old_table_fragments.actor_ids()).await?;
@@ -1097,7 +1137,6 @@ impl CommandContext {
                     )
                     .await;
             }
-
             Command::RescheduleFragment {
                 reschedules,
                 table_parallelism,
@@ -1184,6 +1223,7 @@ impl CommandContext {
                 }
             },
             Command::DropSubscription { .. } => {}
+            Command::MergeSnapshotBackfillStreamingJobs(_) => {}
         }
 
         Ok(())
diff --git a/src/meta/src/barrier/creating_job/barrier_control.rs b/src/meta/src/barrier/creating_job/barrier_control.rs
new file mode 100644
index 0000000000000..76a66113c254f
--- /dev/null
+++ b/src/meta/src/barrier/creating_job/barrier_control.rs
@@ -0,0 +1,291 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::Bound::{Excluded, Unbounded};
+use std::collections::{BTreeMap, HashSet, VecDeque};
+use std::mem::take;
+use std::time::Instant;
+
+use prometheus::HistogramTimer;
+use risingwave_common::catalog::TableId;
+use risingwave_common::metrics::{LabelGuardedHistogram, LabelGuardedIntGauge};
+use risingwave_pb::stream_service::BarrierCompleteResponse;
+use tracing::debug;
+
+use crate::manager::WorkerId;
+use crate::rpc::metrics::MetaMetrics;
+
+#[derive(Debug)]
+pub(super) enum CreatingStreamingJobBarrierType {
+    Snapshot,
+    LogStore,
+    Upstream,
+}
+
+#[derive(Debug)]
+struct CreatingStreamingJobEpochState {
+    epoch: u64,
+    node_to_collect: HashSet<WorkerId>,
+    resps: Vec<BarrierCompleteResponse>,
+    upstream_epoch_to_notify: Option<u64>,
+    is_checkpoint: bool,
+    enqueue_time: Instant,
+    barrier_type: CreatingStreamingJobBarrierType,
+}
+
+#[derive(Debug)]
+pub(super) struct CreatingStreamingJobBarrierControl {
+    table_id: TableId,
+    // key is prev_epoch of barrier
+    inflight_barrier_queue: BTreeMap<u64, CreatingStreamingJobEpochState>,
+    initial_epoch: Option<u64>,
+    max_collected_epoch: Option<u64>,
+    max_attached_epoch: Option<u64>,
+    // newer epoch at the front. should all be checkpoint barrier
+    pending_barriers_to_complete: VecDeque<CreatingStreamingJobEpochState>,
+    completing_barrier: Option<(CreatingStreamingJobEpochState, HistogramTimer)>,
+
+    // metrics
+    consuming_snapshot_barrier_latency: LabelGuardedHistogram<2>,
+    consuming_log_store_barrier_latency: LabelGuardedHistogram<2>,
+    consuming_upstream_barrier_latency: LabelGuardedHistogram<2>,
+
+    wait_commit_latency: LabelGuardedHistogram<1>,
+    inflight_barrier_num: LabelGuardedIntGauge<1>,
+}
+
+impl CreatingStreamingJobBarrierControl {
+    pub(super) fn new(table_id: TableId, metrics: &MetaMetrics) -> Self {
+        let table_id_str = format!("{}", table_id.table_id);
+        Self {
+            table_id,
+            inflight_barrier_queue: Default::default(),
+            initial_epoch: None,
+            max_collected_epoch: None,
+            max_attached_epoch: None,
+            pending_barriers_to_complete: Default::default(),
+            completing_barrier: None,
+
+            consuming_snapshot_barrier_latency: metrics
+                .snapshot_backfill_barrier_latency
+                .with_guarded_label_values(&[&table_id_str, "consuming_snapshot"]),
+            consuming_log_store_barrier_latency: metrics
+                .snapshot_backfill_barrier_latency
+                .with_guarded_label_values(&[&table_id_str, "consuming_log_store"]),
+            consuming_upstream_barrier_latency: metrics
+                .snapshot_backfill_barrier_latency
+                .with_guarded_label_values(&[&table_id_str, "consuming_upstream"]),
+            wait_commit_latency: metrics
+                .snapshot_backfill_wait_commit_latency
+                .with_guarded_label_values(&[&table_id_str]),
+            inflight_barrier_num: metrics
+                .snapshot_backfill_inflight_barrier_num
+                .with_guarded_label_values(&[&table_id_str]),
+        }
+    }
+
+    pub(super) fn inflight_barrier_count(&self) -> usize {
+        self.inflight_barrier_queue.len()
+    }
+
+    pub(super) fn is_wait_on_worker(&self, worker_id: WorkerId) -> bool {
+        self.inflight_barrier_queue
+            .values()
+            .any(|state| state.node_to_collect.contains(&worker_id))
+    }
+
+    fn latest_epoch(&self) -> Option<u64> {
+        self.inflight_barrier_queue
+            .last_key_value()
+            .map(|(epoch, _)| *epoch)
+            .or(self.max_collected_epoch)
+    }
+
+    pub(super) fn max_collected_epoch(&self) -> Option<u64> {
+        self.max_collected_epoch
+    }
+
+    pub(super) fn is_empty(&self) -> bool {
+        self.inflight_barrier_queue.is_empty()
+            && self.pending_barriers_to_complete.is_empty()
+            && self.completing_barrier.is_none()
+    }
+
+    pub(super) fn enqueue_epoch(
+        &mut self,
+        epoch: u64,
+        node_to_collect: HashSet<WorkerId>,
+        is_checkpoint: bool,
+        barrier_type: CreatingStreamingJobBarrierType,
+    ) {
+        debug!(
+            epoch,
+            ?node_to_collect,
+            table_id = self.table_id.table_id,
+            "creating job enqueue epoch"
+        );
+        if self.initial_epoch.is_none() {
+            self.initial_epoch = Some(epoch);
+            assert!(is_checkpoint, "first barrier must be checkpoint barrier");
+        }
+        if let Some(latest_epoch) = self.latest_epoch() {
+            assert!(epoch > latest_epoch, "{} {}", epoch, latest_epoch);
+        }
+        if let Some(max_attached_epoch) = self.max_attached_epoch {
+            assert!(epoch > max_attached_epoch);
+        }
+        let epoch_state = CreatingStreamingJobEpochState {
+            epoch,
+            node_to_collect,
+            resps: vec![],
+            upstream_epoch_to_notify: None,
+            is_checkpoint,
+            enqueue_time: Instant::now(),
+            barrier_type,
+        };
+        if epoch_state.node_to_collect.is_empty() && self.inflight_barrier_queue.is_empty() {
+            self.add_collected(epoch_state);
+        } else {
+            self.inflight_barrier_queue.insert(epoch, epoch_state);
+        }
+        self.inflight_barrier_num
+            .set(self.inflight_barrier_queue.len() as _);
+    }
+
+    pub(super) fn unattached_epochs(&self) -> impl Iterator<Item = (u64, bool)> + '_ {
+        let range_start = if let Some(max_attached_epoch) = self.max_attached_epoch {
+            Excluded(max_attached_epoch)
+        } else {
+            Unbounded
+        };
+        self.inflight_barrier_queue
+            .range((range_start, Unbounded))
+            .map(|(epoch, state)| (*epoch, state.is_checkpoint))
+    }
+
+    /// Attach an `upstream_epoch` to the `epoch` of the creating job.
+    ///
+    /// The `upstream_epoch` won't be completed until the `epoch` of the creating job is completed so that
+    /// the `upstream_epoch` should wait for the progress of creating job, and we can ensure that the downstream
+    /// creating job can eventually catch up with the upstream.
+    pub(super) fn attach_upstream_epoch(&mut self, epoch: u64, upstream_epoch: u64) {
+        debug!(
+            epoch,
+            upstream_epoch,
+            table_id = ?self.table_id.table_id,
+            "attach epoch"
+        );
+        if let Some(max_attached_epoch) = self.max_attached_epoch {
+            assert!(epoch > max_attached_epoch);
+        }
+        self.max_attached_epoch = Some(epoch);
+        let epoch_state = self
+            .inflight_barrier_queue
+            .get_mut(&epoch)
+            .expect("should exist");
+        assert!(epoch_state.upstream_epoch_to_notify.is_none());
+        epoch_state.upstream_epoch_to_notify = Some(upstream_epoch);
+    }
+
+    pub(super) fn collect(
+        &mut self,
+        epoch: u64,
+        worker_id: WorkerId,
+        resp: BarrierCompleteResponse,
+    ) {
+        debug!(
+            epoch,
+            worker_id,
+            table_id = self.table_id.table_id,
+            "collect barrier from worker"
+        );
+
+        let state = self
+            .inflight_barrier_queue
+            .get_mut(&epoch)
+            .expect("should exist");
+        assert!(state.node_to_collect.remove(&worker_id));
+        state.resps.push(resp);
+        while let Some((_, state)) = self.inflight_barrier_queue.first_key_value()
+            && state.node_to_collect.is_empty()
+        {
+            let (_, state) = self.inflight_barrier_queue.pop_first().expect("non-empty");
+            self.add_collected(state);
+        }
+
+        self.inflight_barrier_num
+            .set(self.inflight_barrier_queue.len() as _);
+    }
+
+    #[expect(clippy::type_complexity)]
+    /// Return (`upstream_epochs_to_notify`, Some((epoch, resps, `is_first_commit`)))
+    ///
+    /// `upstream_epochs_to_notify` is the upstream epochs of non-checkpoint barriers to be notified about barrier completing.
+    /// These non-checkpoint barriers does not need to call `commit_epoch` and therefore can be completed as long as collected.
+    pub(super) fn start_completing(
+        &mut self,
+    ) -> (Vec<u64>, Option<(u64, Vec<BarrierCompleteResponse>, bool)>) {
+        if self.completing_barrier.is_some() {
+            return (vec![], None);
+        }
+        let mut upstream_epochs_to_notify = vec![];
+        while let Some(mut epoch_state) = self.pending_barriers_to_complete.pop_back() {
+            let epoch = epoch_state.epoch;
+            let is_first = self.initial_epoch.expect("should have set") == epoch;
+            if is_first {
+                assert!(epoch_state.is_checkpoint);
+            } else if !epoch_state.is_checkpoint {
+                if let Some(upstream_epoch) = epoch_state.upstream_epoch_to_notify {
+                    upstream_epochs_to_notify.push(upstream_epoch);
+                }
+                continue;
+            }
+
+            let resps = take(&mut epoch_state.resps);
+            self.completing_barrier = Some((epoch_state, self.wait_commit_latency.start_timer()));
+            return (upstream_epochs_to_notify, Some((epoch, resps, is_first)));
+        }
+        (upstream_epochs_to_notify, None)
+    }
+
+    /// Ack on completing a checkpoint barrier.
+    ///
+    /// Return the upstream epoch to be notified when there is any.
+    pub(super) fn ack_completed(&mut self, completed_epoch: u64) -> Option<u64> {
+        let (epoch_state, wait_commit_timer) =
+            self.completing_barrier.take().expect("should exist");
+        wait_commit_timer.observe_duration();
+        assert_eq!(epoch_state.epoch, completed_epoch);
+        epoch_state.upstream_epoch_to_notify
+    }
+
+    fn add_collected(&mut self, epoch_state: CreatingStreamingJobEpochState) {
+        assert!(epoch_state.node_to_collect.is_empty());
+        if let Some(prev_epoch_state) = self.pending_barriers_to_complete.front() {
+            assert!(prev_epoch_state.epoch < epoch_state.epoch);
+        }
+        if let Some(max_collected_epoch) = self.max_collected_epoch {
+            assert!(epoch_state.epoch > max_collected_epoch);
+        }
+        self.max_collected_epoch = Some(epoch_state.epoch);
+        let barrier_latency = epoch_state.enqueue_time.elapsed().as_secs_f64();
+        let barrier_latency_metrics = match &epoch_state.barrier_type {
+            CreatingStreamingJobBarrierType::Snapshot => &self.consuming_snapshot_barrier_latency,
+            CreatingStreamingJobBarrierType::LogStore => &self.consuming_log_store_barrier_latency,
+            CreatingStreamingJobBarrierType::Upstream => &self.consuming_upstream_barrier_latency,
+        };
+        barrier_latency_metrics.observe(barrier_latency);
+        self.pending_barriers_to_complete.push_front(epoch_state);
+    }
+}
diff --git a/src/meta/src/barrier/creating_job/mod.rs b/src/meta/src/barrier/creating_job/mod.rs
new file mode 100644
index 0000000000000..0d478fcf66142
--- /dev/null
+++ b/src/meta/src/barrier/creating_job/mod.rs
@@ -0,0 +1,482 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+mod barrier_control;
+mod status;
+
+use std::cmp::max;
+use std::collections::{HashMap, HashSet};
+use std::mem::take;
+use std::sync::Arc;
+use std::time::Duration;
+
+use prometheus::HistogramTimer;
+use risingwave_common::metrics::{LabelGuardedHistogram, LabelGuardedIntGauge};
+use risingwave_common::util::epoch::Epoch;
+use risingwave_pb::common::WorkerNode;
+use risingwave_pb::ddl_service::DdlProgress;
+use risingwave_pb::hummock::HummockVersionStats;
+use risingwave_pb::stream_service::BarrierCompleteResponse;
+use tracing::{debug, info};
+
+use crate::barrier::command::CommandContext;
+use crate::barrier::creating_job::barrier_control::{
+    CreatingStreamingJobBarrierControl, CreatingStreamingJobBarrierType,
+};
+use crate::barrier::creating_job::status::CreatingStreamingJobStatus;
+use crate::barrier::info::InflightGraphInfo;
+use crate::barrier::progress::CreateMviewProgressTracker;
+use crate::barrier::rpc::ControlStreamManager;
+use crate::barrier::{Command, CreateStreamingJobCommandInfo, SnapshotBackfillInfo};
+use crate::manager::WorkerId;
+use crate::model::ActorId;
+use crate::rpc::metrics::MetaMetrics;
+use crate::MetaResult;
+
+#[derive(Debug)]
+pub(super) struct CreatingStreamingJobControl {
+    pub(super) info: CreateStreamingJobCommandInfo,
+    pub(super) snapshot_backfill_info: SnapshotBackfillInfo,
+    backfill_epoch: u64,
+
+    barrier_control: CreatingStreamingJobBarrierControl,
+    status: CreatingStreamingJobStatus,
+
+    upstream_lag: LabelGuardedIntGauge<1>,
+    upstream_wait_progress_latency: LabelGuardedHistogram<1>,
+}
+
+impl CreatingStreamingJobControl {
+    pub(super) fn new(
+        info: CreateStreamingJobCommandInfo,
+        snapshot_backfill_info: SnapshotBackfillInfo,
+        backfill_epoch: u64,
+        version_stat: &HummockVersionStats,
+        metrics: &MetaMetrics,
+    ) -> Self {
+        info!(
+            table_id = info.table_fragments.table_id().table_id,
+            definition = info.definition,
+            "new creating job"
+        );
+        let mut create_mview_tracker = CreateMviewProgressTracker::default();
+        create_mview_tracker.update_tracking_jobs(Some((&info, None)), [], version_stat);
+        let fragment_info: HashMap<_, _> = info.new_fragment_info().collect();
+        let snapshot_backfill_actors_set = info.table_fragments.snapshot_backfill_actor_ids();
+        let mut snapshot_backfill_actors: HashMap<_, HashSet<_>> = HashMap::new();
+        for fragment in fragment_info.values() {
+            for (actor_id, worker_node) in &fragment.actors {
+                if snapshot_backfill_actors_set.contains(actor_id) {
+                    snapshot_backfill_actors
+                        .entry(*worker_node)
+                        .or_default()
+                        .insert(*actor_id);
+                }
+            }
+        }
+
+        let table_id = info.table_fragments.table_id();
+        let table_id_str = format!("{}", table_id.table_id);
+
+        Self {
+            info,
+            snapshot_backfill_info,
+            barrier_control: CreatingStreamingJobBarrierControl::new(table_id, metrics),
+            backfill_epoch,
+            status: CreatingStreamingJobStatus::ConsumingSnapshot {
+                prev_epoch_fake_physical_time: 0,
+                pending_commands: vec![],
+                version_stats: version_stat.clone(),
+                create_mview_tracker,
+                graph_info: InflightGraphInfo::new(fragment_info),
+                backfill_epoch,
+                pending_non_checkpoint_barriers: vec![],
+                snapshot_backfill_actors,
+            },
+            upstream_lag: metrics
+                .snapshot_backfill_lag
+                .with_guarded_label_values(&[&table_id_str]),
+            upstream_wait_progress_latency: metrics
+                .snapshot_backfill_upstream_wait_progress_latency
+                .with_guarded_label_values(&[&table_id_str]),
+        }
+    }
+
+    pub(super) fn start_wait_progress_timer(&self) -> HistogramTimer {
+        self.upstream_wait_progress_latency.start_timer()
+    }
+
+    pub(super) fn is_wait_on_worker(&self, worker_id: WorkerId) -> bool {
+        self.barrier_control.is_wait_on_worker(worker_id)
+            || self
+                .status
+                .active_graph_info()
+                .map(|info| info.contains_worker(worker_id))
+                .unwrap_or(false)
+    }
+
+    pub(super) fn on_new_worker_node_map(&self, node_map: &HashMap<WorkerId, WorkerNode>) {
+        if let Some(info) = self.status.active_graph_info() {
+            info.on_new_worker_node_map(node_map)
+        }
+    }
+
+    pub(super) fn actors_to_pre_sync_barrier(
+        &self,
+    ) -> impl Iterator<Item = (&WorkerId, &HashSet<ActorId>)> + '_ {
+        if let CreatingStreamingJobStatus::ConsumingSnapshot {
+            snapshot_backfill_actors,
+            ..
+        } = &self.status
+        {
+            Some(snapshot_backfill_actors)
+        } else {
+            None
+        }
+        .into_iter()
+        .flat_map(|actors| actors.iter())
+    }
+
+    pub(super) fn gen_ddl_progress(&self) -> DdlProgress {
+        let progress = match &self.status {
+            CreatingStreamingJobStatus::ConsumingSnapshot {
+                create_mview_tracker,
+                ..
+            } => {
+                if create_mview_tracker.has_pending_finished_jobs() {
+                    "Snapshot finished".to_string()
+                } else {
+                    let progress = create_mview_tracker
+                        .gen_ddl_progress()
+                        .remove(&self.info.table_fragments.table_id().table_id)
+                        .expect("should exist");
+                    format!("Snapshot [{}]", progress.progress)
+                }
+            }
+            CreatingStreamingJobStatus::ConsumingLogStore {
+                start_consume_log_store_epoch,
+                ..
+            } => {
+                let max_collected_epoch = max(
+                    self.barrier_control.max_collected_epoch().unwrap_or(0),
+                    self.backfill_epoch,
+                );
+                let lag = Duration::from_millis(
+                    Epoch(*start_consume_log_store_epoch)
+                        .physical_time()
+                        .saturating_sub(Epoch(max_collected_epoch).physical_time()),
+                );
+                format!(
+                    "LogStore [remain lag: {:?}, epoch cnt: {}]",
+                    lag,
+                    self.barrier_control.inflight_barrier_count()
+                )
+            }
+            CreatingStreamingJobStatus::ConsumingUpstream { .. } => {
+                format!(
+                    "Upstream [unattached: {}, epoch cnt: {}]",
+                    self.barrier_control.unattached_epochs().count(),
+                    self.barrier_control.inflight_barrier_count(),
+                )
+            }
+            CreatingStreamingJobStatus::Finishing { .. } => {
+                format!(
+                    "Finishing [epoch count: {}]",
+                    self.barrier_control.inflight_barrier_count()
+                )
+            }
+        };
+        DdlProgress {
+            id: self.info.table_fragments.table_id().table_id as u64,
+            statement: self.info.definition.clone(),
+            progress,
+        }
+    }
+
+    pub(super) fn pinned_upstream_log_epoch(&self) -> Option<u64> {
+        let stop_consume_log_store_epoch = match &self.status {
+            CreatingStreamingJobStatus::ConsumingSnapshot { .. }
+            | CreatingStreamingJobStatus::ConsumingLogStore { .. } => None,
+            CreatingStreamingJobStatus::ConsumingUpstream {
+                start_consume_upstream_epoch,
+                ..
+            }
+            | CreatingStreamingJobStatus::Finishing {
+                start_consume_upstream_epoch,
+                ..
+            } => Some(*start_consume_upstream_epoch),
+        };
+        if let Some(max_collected_epoch) = self.barrier_control.max_collected_epoch() {
+            if max_collected_epoch < self.backfill_epoch {
+                Some(self.backfill_epoch)
+            } else if let Some(stop_consume_log_store_epoch) = stop_consume_log_store_epoch
+                && max_collected_epoch >= stop_consume_log_store_epoch
+            {
+                None
+            } else {
+                Some(max_collected_epoch)
+            }
+        } else {
+            Some(self.backfill_epoch)
+        }
+    }
+
+    pub(super) fn may_inject_fake_barrier(
+        &mut self,
+        control_stream_manager: &mut ControlStreamManager,
+        upstream_prev_epoch: u64,
+        is_checkpoint: bool,
+    ) -> MetaResult<()> {
+        if let Some((barriers_to_inject, graph_info)) =
+            self.status.may_inject_fake_barrier(is_checkpoint)
+        {
+            if let Some(graph_info) = graph_info {
+                info!(
+                    table_id = self.info.table_fragments.table_id().table_id,
+                    upstream_prev_epoch, "start consuming log store"
+                );
+                self.status = CreatingStreamingJobStatus::ConsumingLogStore {
+                    graph_info,
+                    start_consume_log_store_epoch: upstream_prev_epoch,
+                };
+            }
+            let graph_info = self
+                .status
+                .active_graph_info()
+                .expect("must exist when having barriers to inject");
+            let table_id = self.info.table_fragments.table_id();
+            for (curr_epoch, prev_epoch, kind) in barriers_to_inject {
+                let node_to_collect = control_stream_manager.inject_barrier(
+                    Some(table_id),
+                    None,
+                    (&curr_epoch, &prev_epoch),
+                    &kind,
+                    graph_info,
+                    Some(graph_info),
+                    HashMap::new(),
+                )?;
+                self.barrier_control.enqueue_epoch(
+                    prev_epoch.value().0,
+                    node_to_collect,
+                    kind.is_checkpoint(),
+                    CreatingStreamingJobBarrierType::Snapshot,
+                );
+            }
+        }
+        Ok(())
+    }
+
+    pub(super) fn on_new_command(
+        &mut self,
+        control_stream_manager: &mut ControlStreamManager,
+        command_ctx: &Arc<CommandContext>,
+    ) -> MetaResult<Option<Option<InflightGraphInfo>>> {
+        let table_id = self.info.table_fragments.table_id();
+        let start_consume_upstream = if let Command::MergeSnapshotBackfillStreamingJobs(
+            jobs_to_merge,
+        ) = &command_ctx.command
+        {
+            jobs_to_merge.contains_key(&table_id)
+        } else {
+            false
+        };
+        let progress_epoch =
+            if let Some(max_collected_epoch) = self.barrier_control.max_collected_epoch() {
+                max(max_collected_epoch, self.backfill_epoch)
+            } else {
+                self.backfill_epoch
+            };
+        self.upstream_lag.set(
+            command_ctx
+                .prev_epoch
+                .value()
+                .0
+                .saturating_sub(progress_epoch) as _,
+        );
+        let graph_to_finish = match &mut self.status {
+            CreatingStreamingJobStatus::ConsumingSnapshot {
+                pending_commands, ..
+            } => {
+                assert!(
+                    !start_consume_upstream,
+                    "should not start consuming upstream for a job that are consuming snapshot"
+                );
+                pending_commands.push(command_ctx.clone());
+                None
+            }
+            CreatingStreamingJobStatus::ConsumingLogStore { graph_info, .. } => {
+                let node_to_collect = control_stream_manager.inject_barrier(
+                    Some(table_id),
+                    if start_consume_upstream {
+                        // erase the mutation on upstream except the last command
+                        command_ctx.to_mutation()
+                    } else {
+                        None
+                    },
+                    (&command_ctx.curr_epoch, &command_ctx.prev_epoch),
+                    &command_ctx.kind,
+                    graph_info,
+                    Some(graph_info),
+                    HashMap::new(),
+                )?;
+                self.barrier_control.enqueue_epoch(
+                    command_ctx.prev_epoch.value().0,
+                    node_to_collect,
+                    command_ctx.kind.is_checkpoint(),
+                    CreatingStreamingJobBarrierType::LogStore,
+                );
+                let prev_epoch = command_ctx.prev_epoch.value().0;
+                if start_consume_upstream {
+                    let graph_info = take(graph_info);
+                    info!(
+                        table_id = self.info.table_fragments.table_id().table_id,
+                        prev_epoch, "start consuming upstream"
+                    );
+                    self.status = CreatingStreamingJobStatus::ConsumingUpstream {
+                        start_consume_upstream_epoch: prev_epoch,
+                        graph_info,
+                    };
+                }
+                None
+            }
+            CreatingStreamingJobStatus::ConsumingUpstream {
+                start_consume_upstream_epoch,
+                graph_info,
+            } => {
+                assert!(
+                    !start_consume_upstream,
+                    "should not start consuming upstream for a job again"
+                );
+
+                let should_finish = command_ctx.kind.is_checkpoint()
+                    && self.barrier_control.unattached_epochs().next().is_none();
+                let node_to_collect = control_stream_manager.inject_barrier(
+                    Some(table_id),
+                    // do not send the upstream barrier mutation because in `ConsumingUpstream` stage,
+                    // barriers are still injected and collected independently on the creating jobs.
+                    None,
+                    (&command_ctx.curr_epoch, &command_ctx.prev_epoch),
+                    &command_ctx.kind,
+                    graph_info,
+                    if should_finish {
+                        None
+                    } else {
+                        Some(graph_info)
+                    },
+                    HashMap::new(),
+                )?;
+                let prev_epoch = command_ctx.prev_epoch.value().0;
+                self.barrier_control.enqueue_epoch(
+                    prev_epoch,
+                    node_to_collect,
+                    command_ctx.kind.is_checkpoint(),
+                    CreatingStreamingJobBarrierType::Upstream,
+                );
+                let graph_info = if should_finish {
+                    info!(prev_epoch, table_id = ?self.info.table_fragments.table_id(), "mark as finishing");
+                    self.barrier_control
+                        .attach_upstream_epoch(prev_epoch, prev_epoch);
+                    let graph_info = take(graph_info);
+                    self.status = CreatingStreamingJobStatus::Finishing {
+                        start_consume_upstream_epoch: *start_consume_upstream_epoch,
+                    };
+                    Some(Some(graph_info))
+                } else {
+                    let mut unattached_epochs_iter = self.barrier_control.unattached_epochs();
+                    let mut epoch_to_attach = unattached_epochs_iter.next().expect("non-empty").0;
+                    let mut remain_count = 5;
+                    while remain_count > 0
+                        && let Some((epoch, _)) = unattached_epochs_iter.next()
+                    {
+                        remain_count -= 1;
+                        epoch_to_attach = epoch;
+                    }
+                    drop(unattached_epochs_iter);
+                    self.barrier_control
+                        .attach_upstream_epoch(epoch_to_attach, prev_epoch);
+                    Some(None)
+                };
+
+                graph_info
+            }
+            CreatingStreamingJobStatus::Finishing { .. } => {
+                assert!(
+                    !start_consume_upstream,
+                    "should not start consuming upstream for a job again"
+                );
+                None
+            }
+        };
+        Ok(graph_to_finish)
+    }
+
+    pub(super) fn collect(
+        &mut self,
+        epoch: u64,
+        worker_id: WorkerId,
+        resp: BarrierCompleteResponse,
+    ) {
+        self.status.update_progress(&resp.create_mview_progress);
+        self.barrier_control.collect(epoch, worker_id, resp);
+    }
+
+    pub(super) fn should_merge_to_upstream(&self) -> Option<InflightGraphInfo> {
+        if let (
+            CreatingStreamingJobStatus::ConsumingLogStore {
+                graph_info,
+                start_consume_log_store_epoch,
+            },
+            Some(max_collected_epoch),
+        ) = (&self.status, self.barrier_control.max_collected_epoch())
+        {
+            if max_collected_epoch >= *start_consume_log_store_epoch {
+                Some(graph_info.clone())
+            } else {
+                let lag = Duration::from_millis(
+                    Epoch(*start_consume_log_store_epoch).physical_time()
+                        - Epoch(max_collected_epoch).physical_time(),
+                );
+                debug!(
+                    ?lag,
+                    max_collected_epoch, start_consume_log_store_epoch, "wait consuming log store"
+                );
+                None
+            }
+        } else {
+            None
+        }
+    }
+
+    #[expect(clippy::type_complexity)]
+    pub(super) fn start_completing(
+        &mut self,
+    ) -> (Vec<u64>, Option<(u64, Vec<BarrierCompleteResponse>, bool)>) {
+        self.barrier_control.start_completing()
+    }
+
+    pub(super) fn ack_completed(&mut self, completed_epoch: u64) -> Option<(u64, bool)> {
+        let upstream_epoch_to_notify = self.barrier_control.ack_completed(completed_epoch);
+        if let Some(upstream_epoch_to_notify) = upstream_epoch_to_notify {
+            Some((upstream_epoch_to_notify, self.is_finished()))
+        } else {
+            assert!(!self.is_finished());
+            None
+        }
+    }
+
+    pub(super) fn is_finished(&self) -> bool {
+        self.barrier_control.is_empty()
+            && matches!(&self.status, CreatingStreamingJobStatus::Finishing { .. })
+    }
+}
diff --git a/src/meta/src/barrier/creating_job/status.rs b/src/meta/src/barrier/creating_job/status.rs
new file mode 100644
index 0000000000000..f2d0022298345
--- /dev/null
+++ b/src/meta/src/barrier/creating_job/status.rs
@@ -0,0 +1,144 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::{HashMap, HashSet};
+use std::mem::take;
+use std::sync::Arc;
+
+use risingwave_common::util::epoch::Epoch;
+use risingwave_pb::hummock::HummockVersionStats;
+use risingwave_pb::stream_service::barrier_complete_response::CreateMviewProgress;
+
+use crate::barrier::command::CommandContext;
+use crate::barrier::info::InflightGraphInfo;
+use crate::barrier::progress::CreateMviewProgressTracker;
+use crate::barrier::{BarrierKind, TracedEpoch};
+use crate::manager::WorkerId;
+use crate::model::ActorId;
+
+#[derive(Debug)]
+pub(super) enum CreatingStreamingJobStatus {
+    ConsumingSnapshot {
+        prev_epoch_fake_physical_time: u64,
+        pending_commands: Vec<Arc<CommandContext>>,
+        version_stats: HummockVersionStats,
+        create_mview_tracker: CreateMviewProgressTracker,
+        graph_info: InflightGraphInfo,
+        backfill_epoch: u64,
+        /// The `prev_epoch` of pending non checkpoint barriers
+        pending_non_checkpoint_barriers: Vec<u64>,
+        snapshot_backfill_actors: HashMap<WorkerId, HashSet<ActorId>>,
+    },
+    ConsumingLogStore {
+        graph_info: InflightGraphInfo,
+        start_consume_log_store_epoch: u64,
+    },
+    ConsumingUpstream {
+        start_consume_upstream_epoch: u64,
+        graph_info: InflightGraphInfo,
+    },
+    Finishing {
+        start_consume_upstream_epoch: u64,
+    },
+}
+
+impl CreatingStreamingJobStatus {
+    pub(super) fn active_graph_info(&self) -> Option<&InflightGraphInfo> {
+        match self {
+            CreatingStreamingJobStatus::ConsumingSnapshot { graph_info, .. }
+            | CreatingStreamingJobStatus::ConsumingLogStore { graph_info, .. }
+            | CreatingStreamingJobStatus::ConsumingUpstream { graph_info, .. } => Some(graph_info),
+            CreatingStreamingJobStatus::Finishing { .. } => {
+                // when entering `Finishing`, the graph will have been added to the upstream graph,
+                // and therefore the separate graph info is inactive.
+                None
+            }
+        }
+    }
+
+    pub(super) fn update_progress(
+        &mut self,
+        create_mview_progress: impl IntoIterator<Item = &CreateMviewProgress>,
+    ) {
+        if let Self::ConsumingSnapshot {
+            create_mview_tracker,
+            ref version_stats,
+            ..
+        } = self
+        {
+            create_mview_tracker.update_tracking_jobs(None, create_mview_progress, version_stats);
+        }
+    }
+
+    /// return
+    /// - Some(vec[(`curr_epoch`, `prev_epoch`, `barrier_kind`)]) of barriers to newly inject
+    /// - Some(`graph_info`) when the status should transit to `ConsumingLogStore`
+    #[expect(clippy::type_complexity)]
+    pub(super) fn may_inject_fake_barrier(
+        &mut self,
+        is_checkpoint: bool,
+    ) -> Option<(
+        Vec<(TracedEpoch, TracedEpoch, BarrierKind)>,
+        Option<InflightGraphInfo>,
+    )> {
+        if let CreatingStreamingJobStatus::ConsumingSnapshot {
+            prev_epoch_fake_physical_time,
+            pending_commands,
+            create_mview_tracker,
+            graph_info,
+            pending_non_checkpoint_barriers,
+            ref backfill_epoch,
+            ..
+        } = self
+        {
+            if create_mview_tracker.has_pending_finished_jobs() {
+                pending_non_checkpoint_barriers.push(*backfill_epoch);
+
+                let prev_epoch = Epoch::from_physical_time(*prev_epoch_fake_physical_time);
+                let barriers_to_inject = [(
+                    TracedEpoch::new(Epoch(*backfill_epoch)),
+                    TracedEpoch::new(prev_epoch),
+                    BarrierKind::Checkpoint(take(pending_non_checkpoint_barriers)),
+                )]
+                .into_iter()
+                .chain(pending_commands.drain(..).map(|command_ctx| {
+                    (
+                        command_ctx.curr_epoch.clone(),
+                        command_ctx.prev_epoch.clone(),
+                        command_ctx.kind.clone(),
+                    )
+                }))
+                .collect();
+
+                let graph_info = take(graph_info);
+                Some((barriers_to_inject, Some(graph_info)))
+            } else {
+                let prev_epoch =
+                    TracedEpoch::new(Epoch::from_physical_time(*prev_epoch_fake_physical_time));
+                *prev_epoch_fake_physical_time += 1;
+                let curr_epoch =
+                    TracedEpoch::new(Epoch::from_physical_time(*prev_epoch_fake_physical_time));
+                pending_non_checkpoint_barriers.push(prev_epoch.value().0);
+                let kind = if is_checkpoint {
+                    BarrierKind::Checkpoint(take(pending_non_checkpoint_barriers))
+                } else {
+                    BarrierKind::Barrier
+                };
+                Some((vec![(curr_epoch, prev_epoch, kind)], None))
+            }
+        } else {
+            None
+        }
+    }
+}
diff --git a/src/meta/src/barrier/info.rs b/src/meta/src/barrier/info.rs
index caf124113fc97..914b9d207bfd2 100644
--- a/src/meta/src/barrier/info.rs
+++ b/src/meta/src/barrier/info.rs
@@ -40,8 +40,8 @@ pub struct InflightSubscriptionInfo {
 
 /// [`InflightGraphInfo`] resolves the actor info read from meta store for
 /// [`crate::barrier::GlobalBarrierManager`].
-#[derive(Default, Clone)]
-pub(super) struct InflightGraphInfo {
+#[derive(Default, Clone, Debug)]
+pub struct InflightGraphInfo {
     /// `node_id` => actors
     pub actor_map: HashMap<WorkerId, HashSet<ActorId>>,
 
@@ -82,7 +82,7 @@ impl InflightGraphInfo {
     }
 
     /// Update worker nodes snapshot. We need to support incremental updates for it in the future.
-    pub fn on_new_worker_node_map(&mut self, node_map: &HashMap<WorkerId, WorkerNode>) {
+    pub fn on_new_worker_node_map(&self, node_map: &HashMap<WorkerId, WorkerNode>) {
         for (node_id, actors) in &self.actor_map {
             if !node_map.contains_key(node_id) {
                 warn!(node_id, ?actors, "node with running actors is deleted");
@@ -90,11 +90,30 @@ impl InflightGraphInfo {
         }
     }
 
+    pub(crate) fn extend(&mut self, other: Self) {
+        self.apply_add(
+            other.fragment_infos.into_iter().map(|(fragment_id, info)| {
+                (fragment_id, CommandFragmentChanges::NewFragment(info))
+            }),
+        )
+    }
+
     /// Apply some actor changes before issuing a barrier command, if the command contains any new added actors, we should update
     /// the info correspondingly.
     pub(crate) fn pre_apply(
         &mut self,
         fragment_changes: &HashMap<FragmentId, CommandFragmentChanges>,
+    ) {
+        self.apply_add(
+            fragment_changes
+                .iter()
+                .map(|(fragment_id, change)| (*fragment_id, change.clone())),
+        )
+    }
+
+    fn apply_add(
+        &mut self,
+        fragment_changes: impl Iterator<Item = (FragmentId, CommandFragmentChanges)>,
     ) {
         {
             let mut to_add = HashMap::new();
@@ -104,18 +123,15 @@ impl InflightGraphInfo {
                         for (actor_id, node_id) in &info.actors {
                             assert!(to_add.insert(*actor_id, *node_id).is_none());
                         }
-                        assert!(self
-                            .fragment_infos
-                            .insert(*fragment_id, info.clone())
-                            .is_none());
+                        assert!(self.fragment_infos.insert(fragment_id, info).is_none());
                     }
                     CommandFragmentChanges::Reschedule { new_actors, .. } => {
                         let info = self
                             .fragment_infos
-                            .get_mut(fragment_id)
+                            .get_mut(&fragment_id)
                             .expect("should exist");
                         let actors = &mut info.actors;
-                        for (actor_id, node_id) in new_actors {
+                        for (actor_id, node_id) in &new_actors {
                             assert!(to_add.insert(*actor_id, *node_id).is_none());
                             assert!(actors.insert(*actor_id, *node_id).is_none());
                         }
diff --git a/src/meta/src/barrier/mod.rs b/src/meta/src/barrier/mod.rs
index de105ff5979a2..7d5c954fde730 100644
--- a/src/meta/src/barrier/mod.rs
+++ b/src/meta/src/barrier/mod.rs
@@ -20,7 +20,7 @@ use std::mem::{replace, take};
 use std::sync::Arc;
 use std::time::Duration;
 
-use anyhow::Context;
+use anyhow::{anyhow, Context};
 use arc_swap::ArcSwap;
 use fail::fail_point;
 use futures::future::try_join_all;
@@ -32,6 +32,7 @@ use risingwave_common::system_param::PAUSE_ON_NEXT_BOOTSTRAP_KEY;
 use risingwave_common::util::epoch::{Epoch, INVALID_EPOCH};
 use risingwave_common::{bail, must_match};
 use risingwave_hummock_sdk::change_log::build_table_change_log_delta;
+use risingwave_hummock_sdk::sstable_info::SstableInfo;
 use risingwave_hummock_sdk::table_stats::from_prost_table_stats_map;
 use risingwave_hummock_sdk::table_watermark::{
     merge_multiple_new_table_watermarks, TableWatermarks,
@@ -48,13 +49,14 @@ use thiserror_ext::AsReport;
 use tokio::sync::oneshot::{Receiver, Sender};
 use tokio::sync::{mpsc, oneshot};
 use tokio::task::JoinHandle;
-use tracing::{error, info, warn, Instrument};
+use tracing::{debug, error, info, warn, Instrument};
 
 use self::command::CommandContext;
 use self::notifier::Notifier;
+use crate::barrier::creating_job::CreatingStreamingJobControl;
 use crate::barrier::info::InflightGraphInfo;
 use crate::barrier::notifier::BarrierInfo;
-use crate::barrier::progress::{CreateMviewProgressTracker, TrackingJob};
+use crate::barrier::progress::{CreateMviewProgressTracker, TrackingCommand, TrackingJob};
 use crate::barrier::rpc::{merge_node_rpc_errors, ControlStreamManager};
 use crate::barrier::state::BarrierManagerState;
 use crate::error::MetaErrorInner;
@@ -69,6 +71,7 @@ use crate::stream::{ScaleControllerRef, SourceManagerRef};
 use crate::{MetaError, MetaResult};
 
 mod command;
+mod creating_job;
 mod info;
 mod notifier;
 mod progress;
@@ -79,7 +82,8 @@ mod state;
 mod trace;
 
 pub use self::command::{
-    BarrierKind, Command, CreateStreamingJobCommandInfo, ReplaceTablePlan, Reschedule,
+    BarrierKind, Command, CreateStreamingJobCommandInfo, CreateStreamingJobType, ReplaceTablePlan,
+    Reschedule, SnapshotBackfillInfo,
 };
 pub use self::info::InflightSubscriptionInfo;
 pub use self::rpc::StreamRpcManager;
@@ -216,6 +220,8 @@ struct CheckpointControl {
     /// Key is the `prev_epoch`.
     command_ctx_queue: BTreeMap<u64, EpochNode>,
 
+    creating_streaming_job_controls: HashMap<TableId, CreatingStreamingJobControl>,
+
     /// Command that has been collected but is still completing.
     /// The join handle of the completing future is stored.
     completing_command: CompletingCommand,
@@ -234,6 +240,7 @@ impl CheckpointControl {
     ) -> Self {
         Self {
             command_ctx_queue: Default::default(),
+            creating_streaming_job_controls: Default::default(),
             completing_command: CompletingCommand::None,
             hummock_version_stats: context.hummock_manager.get_version_stats().await,
             create_mview_tracker,
@@ -244,7 +251,7 @@ impl CheckpointControl {
     fn total_command_num(&self) -> usize {
         self.command_ctx_queue.len()
             + match &self.completing_command {
-                CompletingCommand::Completing { .. } => 1,
+                CompletingCommand::GlobalStreamingGraph { .. } => 1,
                 _ => 0,
             }
     }
@@ -263,12 +270,35 @@ impl CheckpointControl {
             .set(self.total_command_num() as i64);
     }
 
-    /// Enqueue a barrier command, and init its state to `InFlight`.
+    fn jobs_to_merge(&self) -> Option<HashMap<TableId, (SnapshotBackfillInfo, InflightGraphInfo)>> {
+        let mut table_ids_to_merge = HashMap::new();
+
+        for (table_id, creating_streaming_job) in &self.creating_streaming_job_controls {
+            if let Some(graph_info) = creating_streaming_job.should_merge_to_upstream() {
+                table_ids_to_merge.insert(
+                    *table_id,
+                    (
+                        creating_streaming_job.snapshot_backfill_info.clone(),
+                        graph_info,
+                    ),
+                );
+            }
+        }
+        if table_ids_to_merge.is_empty() {
+            None
+        } else {
+            Some(table_ids_to_merge)
+        }
+    }
+
+    /// Enqueue a barrier command
     fn enqueue_command(
         &mut self,
         command_ctx: Arc<CommandContext>,
         notifiers: Vec<Notifier>,
         node_to_collect: HashSet<WorkerId>,
+        jobs_to_wait: HashSet<TableId>,
+        table_ids_to_commit: HashSet<TableId>,
     ) {
         let timer = self.context.metrics.barrier_latency.start_timer();
 
@@ -278,6 +308,30 @@ impl CheckpointControl {
                 node.command_ctx.curr_epoch.value()
             );
         }
+
+        debug!(
+            prev_epoch = command_ctx.prev_epoch.value().0,
+            ?jobs_to_wait,
+            "enqueue command"
+        );
+        let creating_jobs_to_wait = jobs_to_wait
+            .into_iter()
+            .map(|table_id| {
+                (
+                    table_id,
+                    if node_to_collect.is_empty() {
+                        Some(
+                            self.creating_streaming_job_controls
+                                .get(&table_id)
+                                .expect("should exist")
+                                .start_wait_progress_timer(),
+                        )
+                    } else {
+                        None
+                    },
+                )
+            })
+            .collect();
         self.command_ctx_queue.insert(
             command_ctx.prev_epoch.value().0,
             EpochNode {
@@ -285,6 +339,9 @@ impl CheckpointControl {
                 state: BarrierEpochState {
                     node_to_collect,
                     resps: vec![],
+                    creating_jobs_to_wait,
+                    finished_table_ids: HashMap::new(),
+                    table_ids_to_commit,
                 },
                 command_ctx,
                 notifiers,
@@ -297,15 +354,41 @@ impl CheckpointControl {
     fn barrier_collected(&mut self, resp: BarrierCompleteResponse) {
         let worker_id = resp.worker_id;
         let prev_epoch = resp.epoch;
-        assert_eq!(resp.partial_graph_id, u32::MAX);
-        if let Some(node) = self.command_ctx_queue.get_mut(&prev_epoch) {
-            assert!(node.state.node_to_collect.remove(&worker_id));
-            node.state.resps.push(resp);
+        debug!(
+            worker_id,
+            prev_epoch,
+            partial_graph_id = resp.partial_graph_id,
+            "barrier collected"
+        );
+        if resp.partial_graph_id == u32::MAX {
+            if let Some(node) = self.command_ctx_queue.get_mut(&prev_epoch) {
+                assert!(node.state.node_to_collect.remove(&worker_id));
+                if node.state.node_to_collect.is_empty() {
+                    node.state
+                        .creating_jobs_to_wait
+                        .iter_mut()
+                        .for_each(|(table_id, timer)| {
+                            *timer = Some(
+                                self.creating_streaming_job_controls
+                                    .get(table_id)
+                                    .expect("should exist")
+                                    .start_wait_progress_timer(),
+                            );
+                        });
+                }
+                node.state.resps.push(resp);
+            } else {
+                panic!(
+                    "collect barrier on non-existing barrier: {}, {}",
+                    prev_epoch, worker_id
+                );
+            }
         } else {
-            panic!(
-                "collect barrier on non-existing barrier: {}, {}",
-                prev_epoch, worker_id
-            );
+            let creating_table_id = TableId::new(resp.partial_graph_id);
+            self.creating_streaming_job_controls
+                .get_mut(&creating_table_id)
+                .expect("should exist")
+                .collect(prev_epoch, worker_id, resp);
         }
     }
 
@@ -324,8 +407,10 @@ impl CheckpointControl {
             .last_key_value()
             .map(|(_, x)| &x.command_ctx)
             .or(match &self.completing_command {
-                CompletingCommand::None | CompletingCommand::Err(_) => None,
-                CompletingCommand::Completing { command_ctx, .. } => Some(command_ctx),
+                CompletingCommand::None
+                | CompletingCommand::Err(_)
+                | CompletingCommand::CreatingStreamingJob { .. } => None,
+                CompletingCommand::GlobalStreamingGraph { command_ctx, .. } => Some(command_ctx),
             })
             .map(|command_ctx| command_ctx.command.should_pause_inject_barrier())
             .unwrap_or(false);
@@ -335,8 +420,11 @@ impl CheckpointControl {
                 .map(|node| &node.command_ctx)
                 .chain(
                     match &self.completing_command {
-                        CompletingCommand::None | CompletingCommand::Err(_) => None,
-                        CompletingCommand::Completing { command_ctx, .. } => Some(command_ctx),
+                        CompletingCommand::None
+                        | CompletingCommand::Err(_)
+                        | CompletingCommand::CreatingStreamingJob { .. } => None,
+                        CompletingCommand::GlobalStreamingGraph { command_ctx, .. } =>
+                            Some(command_ctx),
                     }
                     .into_iter()
                 )
@@ -352,7 +440,7 @@ impl CheckpointControl {
         // join spawned completing command to finish no matter it succeeds or not.
         let is_err = match replace(&mut self.completing_command, CompletingCommand::None) {
             CompletingCommand::None => false,
-            CompletingCommand::Completing {
+            CompletingCommand::GlobalStreamingGraph {
                 command_ctx,
                 join_handle,
                 ..
@@ -375,6 +463,19 @@ impl CheckpointControl {
                 }
             }
             CompletingCommand::Err(_) => true,
+            CompletingCommand::CreatingStreamingJob { join_handle, .. } => {
+                match join_handle.await {
+                    Err(e) => {
+                        warn!(err = ?e.as_report(), "failed to join completing task");
+                        true
+                    }
+                    Ok(Err(e)) => {
+                        warn!(err = ?e.as_report(), "failed to complete barrier during clear");
+                        true
+                    }
+                    Ok(Ok(_)) => false,
+                }
+            }
         };
         if !is_err {
             // continue to finish the pending collected barrier.
@@ -392,7 +493,7 @@ impl CheckpointControl {
                 if let Err(e) = self
                     .context
                     .clone()
-                    .complete_barrier(node, finished_jobs)
+                    .complete_barrier(node, finished_jobs, HashMap::new())
                     .await
                 {
                     error!(
@@ -443,23 +544,31 @@ struct EpochNode {
     notifiers: Vec<Notifier>,
 }
 
+#[derive(Debug)]
 /// The state of barrier.
 struct BarrierEpochState {
     node_to_collect: HashSet<WorkerId>,
 
     resps: Vec<BarrierCompleteResponse>,
+
+    creating_jobs_to_wait: HashMap<TableId, Option<HistogramTimer>>,
+
+    finished_table_ids: HashMap<TableId, CreateStreamingJobCommandInfo>,
+
+    table_ids_to_commit: HashSet<TableId>,
 }
 
 impl BarrierEpochState {
     fn is_inflight(&self) -> bool {
-        !self.node_to_collect.is_empty()
+        !self.node_to_collect.is_empty() || !self.creating_jobs_to_wait.is_empty()
     }
 }
 
 enum CompletingCommand {
     None,
-    Completing {
+    GlobalStreamingGraph {
         command_ctx: Arc<CommandContext>,
+        table_ids_to_finish: HashSet<TableId>,
         require_next_checkpoint: bool,
 
         // The join handle of a spawned task that completes the barrier.
@@ -467,6 +576,11 @@ enum CompletingCommand {
         // that has finished but not checkpointed. If there is any, we will force checkpoint on the next barrier
         join_handle: JoinHandle<MetaResult<Option<HummockVersionStats>>>,
     },
+    CreatingStreamingJob {
+        table_id: TableId,
+        epoch: u64,
+        join_handle: JoinHandle<MetaResult<()>>,
+    },
     #[expect(dead_code)]
     Err(MetaError),
 }
@@ -658,7 +772,11 @@ impl GlobalBarrierManager {
                     if let Some(request) = request {
                         match request {
                             BarrierManagerRequest::GetDdlProgress(result_tx) => {
-                                if result_tx.send(self.checkpoint_control.create_mview_tracker.gen_ddl_progress()).is_err() {
+                                let mut progress = self.checkpoint_control.create_mview_tracker.gen_ddl_progress();
+                                for creating_job in self.checkpoint_control.creating_streaming_job_controls.values() {
+                                    progress.extend([(creating_job.info.table_fragments.table_id().table_id, creating_job.gen_ddl_progress())]);
+                                }
+                                if result_tx.send(progress).is_err() {
                                     error!("failed to send get ddl progress");
                                 }
                             }
@@ -720,6 +838,7 @@ impl GlobalBarrierManager {
 
                     self.state.inflight_graph_info
                         .on_new_worker_node_map(self.active_streaming_nodes.current());
+                    self.checkpoint_control.creating_streaming_job_controls.values().for_each(|job| job.on_new_worker_node_map(self.active_streaming_nodes.current()));
                     if let ActiveStreamingWorkerChange::Add(node) | ActiveStreamingWorkerChange::Update(node) = changed_worker {
                         self.control_stream_manager.add_worker(node).await;
                     }
@@ -750,7 +869,8 @@ impl GlobalBarrierManager {
                         Err(e) => {
                             let failed_command = self.checkpoint_control.command_wait_collect_from_worker(worker_id);
                             if failed_command.is_some()
-                                || self.state.inflight_graph_info.contains_worker(worker_id) {
+                                || self.state.inflight_graph_info.contains_worker(worker_id)
+                                || self.checkpoint_control.creating_streaming_job_controls.values().any(|job| job.is_wait_on_worker(worker_id)) {
                                 let errors = self.control_stream_manager.collect_errors(worker_id, e).await;
                                 let err = merge_node_rpc_errors("get error from control stream", errors);
                                 if let Some(failed_command) = failed_command {
@@ -765,14 +885,18 @@ impl GlobalBarrierManager {
                 }
                 complete_result = self.checkpoint_control.next_completed_barrier() => {
                     match complete_result {
-                        Ok(output) => {
+                        Ok(Some(output)) => {
                             // If there are remaining commands (that requires checkpoint to finish), we force
                             // the next barrier to be a checkpoint.
                             if output.require_next_checkpoint {
                                 assert_matches!(output.command_ctx.kind, BarrierKind::Barrier);
                                 self.scheduled_barriers.force_checkpoint_in_next_barrier();
                             }
+                            self.control_stream_manager.remove_partial_graph(
+                                output.table_ids_to_finish.iter().map(|table_id| table_id.table_id).collect()
+                            );
                         }
+                        Ok(None) => {}
                         Err(e) => {
                             self.failure_recovery(e).await;
                         }
@@ -794,17 +918,84 @@ impl GlobalBarrierManager {
     /// Handle the new barrier from the scheduled queue and inject it.
     fn handle_new_barrier(&mut self, scheduled: Scheduled) -> MetaResult<()> {
         let Scheduled {
-            command,
+            mut command,
             mut notifiers,
             send_latency_timer,
             checkpoint,
             span,
         } = scheduled;
 
-        let (pre_applied_graph_info, pre_applied_subscription_info) =
-            self.state.apply_command(&command);
+        if let Some(table_to_cancel) = command.table_to_cancel()
+            && self
+                .checkpoint_control
+                .creating_streaming_job_controls
+                .contains_key(&table_to_cancel)
+        {
+            warn!(
+                table_id = table_to_cancel.table_id,
+                "ignore cancel command on creating streaming job"
+            );
+            for notifier in notifiers {
+                notifier
+                    .notify_start_failed(anyhow!("cannot cancel creating streaming job, the job will continue creating until created or recovery").into());
+            }
+            return Ok(());
+        }
+
+        if let Command::RescheduleFragment { .. } = &command {
+            if !self
+                .checkpoint_control
+                .creating_streaming_job_controls
+                .is_empty()
+            {
+                warn!("ignore reschedule when creating streaming job with snapshot backfill");
+                for notifier in notifiers {
+                    notifier.notify_start_failed(
+                        anyhow!(
+                            "cannot reschedule when creating streaming job with snapshot backfill",
+                        )
+                        .into(),
+                    );
+                }
+                return Ok(());
+            }
+        }
 
         let (prev_epoch, curr_epoch) = self.state.next_epoch_pair();
+
+        // Insert newly added creating job
+        if let Command::CreateStreamingJob {
+            job_type: CreateStreamingJobType::SnapshotBackfill(snapshot_backfill_info),
+            info,
+        } = &command
+        {
+            self.checkpoint_control
+                .creating_streaming_job_controls
+                .insert(
+                    info.table_fragments.table_id(),
+                    CreatingStreamingJobControl::new(
+                        info.clone(),
+                        snapshot_backfill_info.clone(),
+                        prev_epoch.value().0,
+                        &self.checkpoint_control.hummock_version_stats,
+                        &self.context.metrics,
+                    ),
+                );
+        }
+
+        // may inject fake barrier
+        for creating_job in self
+            .checkpoint_control
+            .creating_streaming_job_controls
+            .values_mut()
+        {
+            creating_job.may_inject_fake_barrier(
+                &mut self.control_stream_manager,
+                prev_epoch.value().0,
+                checkpoint,
+            )?
+        }
+
         self.pending_non_checkpoint_barriers
             .push(prev_epoch.value().0);
         let kind = if checkpoint {
@@ -814,6 +1005,18 @@ impl GlobalBarrierManager {
             BarrierKind::Barrier
         };
 
+        debug!(prev_epoch = prev_epoch.value().0, "inject barrier");
+
+        // Collect the jobs to finish
+        if let (BarrierKind::Checkpoint(_), Command::Plain(None)) = (&kind, &command)
+            && let Some(jobs_to_merge) = self.checkpoint_control.jobs_to_merge()
+        {
+            command = Command::MergeSnapshotBackfillStreamingJobs(jobs_to_merge);
+        }
+
+        let (pre_applied_graph_info, pre_applied_subscription_info) =
+            self.state.apply_command(&command);
+
         // Tracing related stuff
         prev_epoch.span().in_scope(|| {
             tracing::info!(target: "rw_tracing", epoch = curr_epoch.value().0, "new barrier enqueued");
@@ -823,7 +1026,6 @@ impl GlobalBarrierManager {
         let command_ctx = Arc::new(CommandContext::new(
             self.active_streaming_nodes.current().clone(),
             pre_applied_subscription_info,
-            pre_applied_graph_info.existing_table_ids().collect(),
             prev_epoch.clone(),
             curr_epoch.clone(),
             self.state.paused_reason(),
@@ -835,10 +1037,34 @@ impl GlobalBarrierManager {
 
         send_latency_timer.observe_duration();
 
-        let node_to_collect = match self.control_stream_manager.inject_barrier(
+        let table_ids_to_commit: HashSet<_> = pre_applied_graph_info.existing_table_ids().collect();
+
+        let mut actors_to_pre_sync_barrier: HashMap<_, Vec<_>> = HashMap::new();
+        let mut jobs_to_wait = HashSet::new();
+
+        for (table_id, creating_job) in &mut self.checkpoint_control.creating_streaming_job_controls
+        {
+            for (worker_id, actors) in creating_job.actors_to_pre_sync_barrier() {
+                actors_to_pre_sync_barrier
+                    .entry(*worker_id)
+                    .or_default()
+                    .extend(actors.iter().cloned())
+            }
+            if let Some(wait_job) =
+                creating_job.on_new_command(&mut self.control_stream_manager, &command_ctx)?
+            {
+                jobs_to_wait.insert(*table_id);
+                if let Some(graph_to_finish) = wait_job {
+                    self.state.inflight_graph_info.extend(graph_to_finish);
+                }
+            }
+        }
+
+        let node_to_collect = match self.control_stream_manager.inject_command_ctx_barrier(
             &command_ctx,
             &pre_applied_graph_info,
             Some(&self.state.inflight_graph_info),
+            actors_to_pre_sync_barrier,
         ) {
             Ok(node_to_collect) => node_to_collect,
             Err(err) => {
@@ -865,8 +1091,14 @@ impl GlobalBarrierManager {
         // Update the paused state after the barrier is injected.
         self.state.set_paused_reason(curr_paused_reason);
         // Record the in-flight barrier.
-        self.checkpoint_control
-            .enqueue_command(command_ctx.clone(), notifiers, node_to_collect);
+        self.checkpoint_control.enqueue_command(
+            command_ctx,
+            notifiers,
+            node_to_collect,
+            jobs_to_wait,
+            table_ids_to_commit,
+        );
+
         Ok(())
     }
 
@@ -936,12 +1168,49 @@ impl GlobalBarrierManager {
 }
 
 impl GlobalBarrierManagerContext {
+    async fn complete_creating_job_barrier(
+        self,
+        epoch: u64,
+        resps: Vec<BarrierCompleteResponse>,
+        tables_to_commit: HashSet<TableId>,
+        is_first_time: bool,
+    ) -> MetaResult<()> {
+        let (sst_to_context, sstables, new_table_watermarks, old_value_sst) =
+            collect_resp_info(resps);
+        assert!(old_value_sst.is_empty());
+        let new_table_fragment_info = if is_first_time {
+            NewTableFragmentInfo::NewCompactionGroup {
+                table_ids: tables_to_commit.clone(),
+            }
+        } else {
+            NewTableFragmentInfo::None
+        };
+        let info = CommitEpochInfo {
+            sstables,
+            new_table_watermarks,
+            sst_to_context,
+            new_table_fragment_info,
+            change_log_delta: Default::default(),
+            committed_epoch: epoch,
+            tables_to_commit,
+            is_visible_table_committed_epoch: false,
+        };
+        self.hummock_manager.commit_epoch(info).await?;
+        Ok(())
+    }
+
     /// Try to commit this node. If err, returns
     async fn complete_barrier(
         self,
         node: EpochNode,
-        finished_jobs: Vec<TrackingJob>,
+        mut finished_jobs: Vec<TrackingJob>,
+        backfill_pinned_log_epoch: HashMap<TableId, (u64, HashSet<TableId>)>,
     ) -> MetaResult<Option<HummockVersionStats>> {
+        debug!(
+            prev_epoch = node.command_ctx.prev_epoch.value().0,
+            kind = ?node.command_ctx.kind,
+            "complete barrier"
+        );
         let EpochNode {
             command_ctx,
             notifiers,
@@ -950,9 +1219,26 @@ impl GlobalBarrierManagerContext {
             ..
         } = node;
         assert!(state.node_to_collect.is_empty());
+        assert!(state.creating_jobs_to_wait.is_empty());
         let wait_commit_timer = self.metrics.barrier_wait_commit_latency.start_timer();
-
-        let result = self.update_snapshot(&command_ctx, state).await;
+        if !state.finished_table_ids.is_empty() {
+            assert!(command_ctx.kind.is_checkpoint());
+        }
+        finished_jobs.extend(state.finished_table_ids.into_values().map(|info| {
+            TrackingJob::New(TrackingCommand {
+                info,
+                replace_table_info: None,
+            })
+        }));
+
+        let result = self
+            .update_snapshot(
+                &command_ctx,
+                state.table_ids_to_commit,
+                state.resps,
+                backfill_pinned_log_epoch,
+            )
+            .await;
 
         let version_stats = match result {
             Ok(version_stats) => version_stats,
@@ -983,7 +1269,9 @@ impl GlobalBarrierManagerContext {
     async fn update_snapshot(
         &self,
         command_ctx: &CommandContext,
-        state: BarrierEpochState,
+        tables_to_commit: HashSet<TableId>,
+        resps: Vec<BarrierCompleteResponse>,
+        backfill_pinned_log_epoch: HashMap<TableId, (u64, HashSet<TableId>)>,
     ) -> MetaResult<Option<HummockVersionStats>> {
         {
             {
@@ -998,7 +1286,13 @@ impl GlobalBarrierManagerContext {
                 match &command_ctx.kind {
                     BarrierKind::Initial => {}
                     BarrierKind::Checkpoint(epochs) => {
-                        let commit_info = collect_commit_epoch_info(state, command_ctx, epochs);
+                        let commit_info = collect_commit_epoch_info(
+                            resps,
+                            command_ctx,
+                            epochs,
+                            backfill_pinned_log_epoch,
+                            tables_to_commit,
+                        );
                         new_snapshot = self.hummock_manager.commit_epoch(commit_info).await?;
                     }
                     BarrierKind::Barrier => {
@@ -1035,7 +1329,7 @@ impl CreateMviewProgressTracker {
     fn update_tracking_jobs<'a>(
         &mut self,
         info: Option<(&CreateStreamingJobCommandInfo, Option<&ReplaceTablePlan>)>,
-        create_mview_progress: impl Iterator<Item = &'a CreateMviewProgress>,
+        create_mview_progress: impl IntoIterator<Item = &'a CreateMviewProgress>,
         version_stats: &HummockVersionStats,
     ) {
         {
@@ -1092,10 +1386,38 @@ impl GlobalBarrierManagerContext {
 struct BarrierCompleteOutput {
     command_ctx: Arc<CommandContext>,
     require_next_checkpoint: bool,
+    table_ids_to_finish: HashSet<TableId>,
 }
 
 impl CheckpointControl {
-    pub(super) async fn next_completed_barrier(&mut self) -> MetaResult<BarrierCompleteOutput> {
+    /// return creating job table fragment id -> (backfill progress epoch , {`upstream_mv_table_id`})
+    fn collect_backfill_pinned_upstream_log_epoch(
+        &self,
+    ) -> HashMap<TableId, (u64, HashSet<TableId>)> {
+        self.creating_streaming_job_controls
+            .iter()
+            .filter_map(|(table_id, creating_job)| {
+                creating_job
+                    .pinned_upstream_log_epoch()
+                    .map(|progress_epoch| {
+                        (
+                            *table_id,
+                            (
+                                progress_epoch,
+                                creating_job
+                                    .snapshot_backfill_info
+                                    .upstream_mv_table_ids
+                                    .clone(),
+                            ),
+                        )
+                    })
+            })
+            .collect()
+    }
+
+    pub(super) async fn next_completed_barrier(
+        &mut self,
+    ) -> MetaResult<Option<BarrierCompleteOutput>> {
         if matches!(&self.completing_command, CompletingCommand::None) {
             // If there is no completing barrier, try to start completing the earliest barrier if
             // it has been collected.
@@ -1103,12 +1425,17 @@ impl CheckpointControl {
                 && !state.is_inflight()
             {
                 let (_, node) = self.command_ctx_queue.pop_first().expect("non-empty");
+                assert!(node.state.creating_jobs_to_wait.is_empty());
+                let table_ids_to_finish = node.state.finished_table_ids.keys().cloned().collect();
                 let finished_jobs = self
                     .create_mview_tracker
                     .apply_collected_command(&node, &self.hummock_version_stats);
                 let command_ctx = node.command_ctx.clone();
-                let join_handle =
-                    tokio::spawn(self.context.clone().complete_barrier(node, finished_jobs));
+                let join_handle = tokio::spawn(self.context.clone().complete_barrier(
+                    node,
+                    finished_jobs,
+                    self.collect_backfill_pinned_upstream_log_epoch(),
+                ));
                 let require_next_checkpoint =
                     if self.create_mview_tracker.has_pending_finished_jobs() {
                         self.command_ctx_queue
@@ -1117,45 +1444,142 @@ impl CheckpointControl {
                     } else {
                         false
                     };
-                self.completing_command = CompletingCommand::Completing {
+                self.completing_command = CompletingCommand::GlobalStreamingGraph {
                     command_ctx,
                     require_next_checkpoint,
                     join_handle,
+                    table_ids_to_finish,
                 };
+            } else {
+                for (table_id, job) in &mut self.creating_streaming_job_controls {
+                    let (upstream_epochs_to_notify, commit_info) = job.start_completing();
+                    for upstream_epoch in upstream_epochs_to_notify {
+                        let wait_progress_timer = self
+                            .command_ctx_queue
+                            .get_mut(&upstream_epoch)
+                            .expect("should exist")
+                            .state
+                            .creating_jobs_to_wait
+                            .remove(table_id)
+                            .expect("should exist");
+                        if let Some(timer) = wait_progress_timer {
+                            timer.observe_duration();
+                        }
+                    }
+                    if let Some((epoch, resps, is_first_time)) = commit_info {
+                        let tables_to_commit = job
+                            .info
+                            .table_fragments
+                            .all_table_ids()
+                            .map(TableId::new)
+                            .collect();
+                        let join_handle =
+                            tokio::spawn(self.context.clone().complete_creating_job_barrier(
+                                epoch,
+                                resps,
+                                tables_to_commit,
+                                is_first_time,
+                            ));
+                        self.completing_command = CompletingCommand::CreatingStreamingJob {
+                            table_id: *table_id,
+                            epoch,
+                            join_handle,
+                        };
+                        break;
+                    }
+                }
             }
         }
 
-        if let CompletingCommand::Completing { join_handle, .. } = &mut self.completing_command {
-            let join_result: MetaResult<_> = try {
-                join_handle
-                    .await
-                    .context("failed to join completing command")??
-            };
-            // It's important to reset the completing_command after await no matter the result is err
-            // or not, and otherwise the join handle will be polled again after ready.
-            let next_completing_command_status = if let Err(e) = &join_result {
-                CompletingCommand::Err(e.clone())
-            } else {
-                CompletingCommand::None
-            };
-            let completed_command =
-                replace(&mut self.completing_command, next_completing_command_status);
-            join_result.map(move |version_stats| {
-                if let Some(new_version_stats) = version_stats {
-                    self.hummock_version_stats = new_version_stats;
-                }
-                must_match!(
-                    completed_command,
-                    CompletingCommand::Completing { command_ctx, require_next_checkpoint, .. } => {
-                        BarrierCompleteOutput {
-                            command_ctx,
-                            require_next_checkpoint,
+        match &mut self.completing_command {
+            CompletingCommand::GlobalStreamingGraph { join_handle, .. } => {
+                let join_result: MetaResult<_> = try {
+                    join_handle
+                        .await
+                        .context("failed to join completing command")??
+                };
+                // It's important to reset the completing_command after await no matter the result is err
+                // or not, and otherwise the join handle will be polled again after ready.
+                let next_completing_command_status = if let Err(e) = &join_result {
+                    CompletingCommand::Err(e.clone())
+                } else {
+                    CompletingCommand::None
+                };
+                let completed_command =
+                    replace(&mut self.completing_command, next_completing_command_status);
+                join_result.map(move | version_stats| {
+                        if let Some(new_version_stats) = version_stats {
+                            self.hummock_version_stats = new_version_stats;
                         }
+                        must_match!(
+                            completed_command,
+                            CompletingCommand::GlobalStreamingGraph { command_ctx, table_ids_to_finish, require_next_checkpoint, .. } => {
+                                Some(BarrierCompleteOutput {
+                                    command_ctx,
+                                    require_next_checkpoint,
+                                    table_ids_to_finish,
+                                })
+                            }
+                        )
+                    })
+            }
+            CompletingCommand::CreatingStreamingJob {
+                table_id,
+                epoch,
+                join_handle,
+            } => {
+                let table_id = *table_id;
+                let epoch = *epoch;
+                let join_result: MetaResult<_> = try {
+                    join_handle
+                        .await
+                        .context("failed to join completing command")??
+                };
+                // It's important to reset the completing_command after await no matter the result is err
+                // or not, and otherwise the join handle will be polled again after ready.
+                let next_completing_command_status = if let Err(e) = &join_result {
+                    CompletingCommand::Err(e.clone())
+                } else {
+                    CompletingCommand::None
+                };
+                self.completing_command = next_completing_command_status;
+                if let Some((upstream_epoch, is_finished)) = self
+                    .creating_streaming_job_controls
+                    .get_mut(&table_id)
+                    .expect("should exist")
+                    .ack_completed(epoch)
+                {
+                    let wait_progress_timer = self
+                        .command_ctx_queue
+                        .get_mut(&upstream_epoch)
+                        .expect("should exist")
+                        .state
+                        .creating_jobs_to_wait
+                        .remove(&table_id)
+                        .expect("should exist");
+                    if let Some(timer) = wait_progress_timer {
+                        timer.observe_duration();
                     }
-                )
-            })
-        } else {
-            pending().await
+                    if is_finished {
+                        debug!(epoch, ?table_id, "finish creating job");
+                        let creating_streaming_job = self
+                            .creating_streaming_job_controls
+                            .remove(&table_id)
+                            .expect("should exist");
+                        assert!(creating_streaming_job.is_finished());
+                        assert!(self
+                            .command_ctx_queue
+                            .get_mut(&upstream_epoch)
+                            .expect("should exist")
+                            .state
+                            .finished_table_ids
+                            .insert(table_id, creating_streaming_job.info)
+                            .is_none());
+                    }
+                }
+                join_result.map(|_| None)
+            }
+            CompletingCommand::None | CompletingCommand::Err(_) => pending().await,
         }
     }
 }
@@ -1257,16 +1681,20 @@ impl GlobalBarrierManagerContext {
 
 pub type BarrierManagerRef = GlobalBarrierManagerContext;
 
-fn collect_commit_epoch_info(
-    state: BarrierEpochState,
-    command_ctx: &CommandContext,
-    epochs: &Vec<u64>,
-) -> CommitEpochInfo {
-    let resps = state.resps;
+#[expect(clippy::type_complexity)]
+fn collect_resp_info(
+    resps: Vec<BarrierCompleteResponse>,
+) -> (
+    HashMap<HummockSstableObjectId, WorkerId>,
+    Vec<LocalSstableInfo>,
+    HashMap<TableId, TableWatermarks>,
+    Vec<SstableInfo>,
+) {
     let mut sst_to_worker: HashMap<HummockSstableObjectId, WorkerId> = HashMap::new();
     let mut synced_ssts: Vec<LocalSstableInfo> = vec![];
     let mut table_watermarks = Vec::with_capacity(resps.len());
     let mut old_value_ssts = Vec::with_capacity(resps.len());
+
     for resp in resps {
         let ssts_iter = resp.synced_sstables.into_iter().map(|grouped| {
             let sst_info = grouped.sst.expect("field not None");
@@ -1281,61 +1709,100 @@ fn collect_commit_epoch_info(
         old_value_ssts.extend(resp.old_value_sstables.into_iter().map(|s| s.into()));
     }
 
-    let new_table_fragment_info =
-        if let Command::CreateStreamingJob { info, .. } = &command_ctx.command {
-            let table_fragments = &info.table_fragments;
-            NewTableFragmentInfo::Normal {
-                mv_table_id: table_fragments.mv_table_id().map(TableId::new),
-                internal_table_ids: table_fragments
-                    .internal_table_ids()
-                    .into_iter()
-                    .map(TableId::new)
-                    .collect(),
+    (
+        sst_to_worker,
+        synced_ssts,
+        merge_multiple_new_table_watermarks(
+            table_watermarks
+                .into_iter()
+                .map(|watermarks| {
+                    watermarks
+                        .into_iter()
+                        .map(|(table_id, watermarks)| {
+                            (TableId::new(table_id), TableWatermarks::from(&watermarks))
+                        })
+                        .collect()
+                })
+                .collect_vec(),
+        ),
+        old_value_ssts,
+    )
+}
+
+fn collect_commit_epoch_info(
+    resps: Vec<BarrierCompleteResponse>,
+    command_ctx: &CommandContext,
+    epochs: &Vec<u64>,
+    backfill_pinned_log_epoch: HashMap<TableId, (u64, HashSet<TableId>)>,
+    tables_to_commit: HashSet<TableId>,
+) -> CommitEpochInfo {
+    let (sst_to_context, synced_ssts, new_table_watermarks, old_value_ssts) =
+        collect_resp_info(resps);
+
+    let new_table_fragment_info = if let Command::CreateStreamingJob { info, job_type } =
+        &command_ctx.command
+        && !matches!(job_type, CreateStreamingJobType::SnapshotBackfill(_))
+    {
+        let table_fragments = &info.table_fragments;
+        NewTableFragmentInfo::Normal {
+            mv_table_id: table_fragments.mv_table_id().map(TableId::new),
+            internal_table_ids: table_fragments
+                .internal_table_ids()
+                .into_iter()
+                .map(TableId::new)
+                .collect(),
+        }
+    } else {
+        NewTableFragmentInfo::None
+    };
+
+    let mut mv_log_store_truncate_epoch = HashMap::new();
+    let mut update_truncate_epoch =
+        |table_id: TableId, truncate_epoch| match mv_log_store_truncate_epoch
+            .entry(table_id.table_id)
+        {
+            Entry::Occupied(mut entry) => {
+                let prev_truncate_epoch = entry.get_mut();
+                if truncate_epoch < *prev_truncate_epoch {
+                    *prev_truncate_epoch = truncate_epoch;
+                }
+            }
+            Entry::Vacant(entry) => {
+                entry.insert(truncate_epoch);
             }
-        } else {
-            NewTableFragmentInfo::None
         };
+    for (mv_table_id, subscriptions) in &command_ctx.subscription_info.mv_depended_subscriptions {
+        if let Some(truncate_epoch) = subscriptions
+            .values()
+            .max()
+            .map(|max_retention| command_ctx.get_truncate_epoch(*max_retention).0)
+        {
+            update_truncate_epoch(*mv_table_id, truncate_epoch);
+        }
+    }
+    for (_, (backfill_epoch, upstream_mv_table_ids)) in backfill_pinned_log_epoch {
+        for mv_table_id in upstream_mv_table_ids {
+            update_truncate_epoch(mv_table_id, backfill_epoch);
+        }
+    }
 
     let table_new_change_log = build_table_change_log_delta(
         old_value_ssts.into_iter(),
         synced_ssts.iter().map(|sst| &sst.sst_info),
         epochs,
-        command_ctx
-            .subscription_info
-            .mv_depended_subscriptions
-            .iter()
-            .filter_map(|(mv_table_id, subscriptions)| {
-                subscriptions.values().max().map(|max_retention| {
-                    (
-                        mv_table_id.table_id,
-                        command_ctx.get_truncate_epoch(*max_retention).0,
-                    )
-                })
-            }),
+        mv_log_store_truncate_epoch.into_iter(),
     );
 
     let epoch = command_ctx.prev_epoch.value().0;
 
     CommitEpochInfo {
         sstables: synced_ssts,
-        new_table_watermarks: merge_multiple_new_table_watermarks(
-            table_watermarks
-                .into_iter()
-                .map(|watermarks| {
-                    watermarks
-                        .into_iter()
-                        .map(|(table_id, watermarks)| {
-                            (TableId::new(table_id), TableWatermarks::from(&watermarks))
-                        })
-                        .collect()
-                })
-                .collect_vec(),
-        ),
-        sst_to_context: sst_to_worker,
+        new_table_watermarks,
+        sst_to_context,
         new_table_fragment_info,
         change_log_delta: table_new_change_log,
         committed_epoch: epoch,
-        tables_to_commit: command_ctx.table_ids_to_commit.clone(),
+        tables_to_commit,
         is_visible_table_committed_epoch: true,
     }
 }
diff --git a/src/meta/src/barrier/notifier.rs b/src/meta/src/barrier/notifier.rs
index 24f13050b030a..da201927664a4 100644
--- a/src/meta/src/barrier/notifier.rs
+++ b/src/meta/src/barrier/notifier.rs
@@ -32,7 +32,7 @@ pub struct BarrierInfo {
 #[derive(Debug, Default)]
 pub(crate) struct Notifier {
     /// Get notified when scheduled barrier has started to be handled.
-    pub started: Option<oneshot::Sender<BarrierInfo>>,
+    pub started: Option<oneshot::Sender<MetaResult<BarrierInfo>>>,
 
     /// Get notified when scheduled barrier is collected or failed.
     pub collected: Option<oneshot::Sender<MetaResult<()>>>,
@@ -42,7 +42,13 @@ impl Notifier {
     /// Notify when we have injected a barrier to compute nodes.
     pub fn notify_started(&mut self, info: BarrierInfo) {
         if let Some(tx) = self.started.take() {
-            tx.send(info).ok();
+            tx.send(Ok(info)).ok();
+        }
+    }
+
+    pub fn notify_start_failed(self, err: MetaError) {
+        if let Some(tx) = self.started {
+            tx.send(Err(err)).ok();
         }
     }
 
diff --git a/src/meta/src/barrier/progress.rs b/src/meta/src/barrier/progress.rs
index 2f11ebadbf3a7..9dff098929cae 100644
--- a/src/meta/src/barrier/progress.rs
+++ b/src/meta/src/barrier/progress.rs
@@ -24,7 +24,9 @@ use risingwave_pb::ddl_service::DdlProgress;
 use risingwave_pb::hummock::HummockVersionStats;
 use risingwave_pb::stream_service::barrier_complete_response::CreateMviewProgress;
 
-use crate::barrier::{Command, CreateStreamingJobCommandInfo, EpochNode, ReplaceTablePlan};
+use crate::barrier::{
+    Command, CreateStreamingJobCommandInfo, CreateStreamingJobType, EpochNode, ReplaceTablePlan,
+};
 use crate::manager::{
     DdlType, MetadataManager, MetadataManagerV1, MetadataManagerV2, StreamingJob,
 };
@@ -269,7 +271,7 @@ pub(super) struct TrackingCommand {
 /// 2. For each stream job, there are several actors which run its tasks.
 /// 3. With `progress_map` we can use the ID of the `StreamJob` to view its progress.
 /// 4. With `actor_map` we can use an actor's `ActorId` to find the ID of the `StreamJob`.
-#[derive(Default)]
+#[derive(Default, Debug)]
 pub(super) struct CreateMviewProgressTracker {
     /// Progress of the create-mview DDL indicated by the `TableId`.
     progress_map: HashMap<TableId, (Progress, TrackingJob)>,
@@ -416,15 +418,21 @@ impl CreateMviewProgressTracker {
         version_stats: &HummockVersionStats,
     ) -> Vec<TrackingJob> {
         let command_ctx = &epoch_node.command_ctx;
-        let new_tracking_job_info = if let Command::CreateStreamingJob {
-            info,
-            replace_table,
-        } = &command_ctx.command
-        {
-            Some((info, replace_table.as_ref()))
-        } else {
-            None
-        };
+        let new_tracking_job_info =
+            if let Command::CreateStreamingJob { info, job_type } = &command_ctx.command {
+                match job_type {
+                    CreateStreamingJobType::Normal => Some((info, None)),
+                    CreateStreamingJobType::SinkIntoTable(replace_table) => {
+                        Some((info, Some(replace_table)))
+                    }
+                    CreateStreamingJobType::SnapshotBackfill(_) => {
+                        // The progress of SnapshotBackfill won't be tracked here
+                        None
+                    }
+                }
+            } else {
+                None
+            };
         assert!(epoch_node.state.node_to_collect.is_empty());
         self.update_tracking_jobs(
             new_tracking_job_info,
diff --git a/src/meta/src/barrier/recovery.rs b/src/meta/src/barrier/recovery.rs
index ccb8656412d3b..41884b28a64c1 100644
--- a/src/meta/src/barrier/recovery.rs
+++ b/src/meta/src/barrier/recovery.rs
@@ -401,7 +401,6 @@ impl GlobalBarrierManager {
                     let command_ctx = Arc::new(CommandContext::new(
                         active_streaming_nodes.current().clone(),
                         subscription_info.clone(),
-                        info.existing_table_ids().collect(),
                         prev_epoch.clone(),
                         new_epoch.clone(),
                         paused_reason,
@@ -411,8 +410,12 @@ impl GlobalBarrierManager {
                         tracing::Span::current(), // recovery span
                     ));
 
-                    let mut node_to_collect =
-                        control_stream_manager.inject_barrier(&command_ctx, &info, Some(&info))?;
+                    let mut node_to_collect = control_stream_manager.inject_command_ctx_barrier(
+                        &command_ctx,
+                        &info,
+                        Some(&info),
+                        HashMap::new(),
+                    )?;
                     debug!(?node_to_collect, "inject initial barrier");
                     while !node_to_collect.is_empty() {
                         let (worker_id, result) = control_stream_manager
diff --git a/src/meta/src/barrier/rpc.rs b/src/meta/src/barrier/rpc.rs
index 03dd0b187ba92..f091a09bd522f 100644
--- a/src/meta/src/barrier/rpc.rs
+++ b/src/meta/src/barrier/rpc.rs
@@ -23,11 +23,14 @@ use futures::future::try_join_all;
 use futures::stream::{BoxStream, FuturesUnordered};
 use futures::{pin_mut, FutureExt, StreamExt};
 use itertools::Itertools;
+use risingwave_common::catalog::TableId;
 use risingwave_common::hash::ActorId;
 use risingwave_common::util::tracing::TracingContext;
 use risingwave_hummock_sdk::HummockVersionId;
 use risingwave_pb::common::{ActorInfo, WorkerNode};
+use risingwave_pb::stream_plan::barrier_mutation::Mutation;
 use risingwave_pb::stream_plan::{Barrier, BarrierMutation};
+use risingwave_pb::stream_service::streaming_control_stream_request::RemovePartialGraphRequest;
 use risingwave_pb::stream_service::{
     streaming_control_stream_request, streaming_control_stream_response, BarrierCompleteResponse,
     BroadcastActorInfoTableRequest, BuildActorInfo, BuildActorsRequest, DropActorsRequest,
@@ -45,7 +48,7 @@ use tracing::{error, info, warn};
 use uuid::Uuid;
 
 use super::command::CommandContext;
-use super::GlobalBarrierManagerContext;
+use super::{BarrierKind, GlobalBarrierManagerContext, TracedEpoch};
 use crate::barrier::info::InflightGraphInfo;
 use crate::manager::{MetaSrvEnv, WorkerId};
 use crate::{MetaError, MetaResult};
@@ -245,18 +248,44 @@ impl ControlStreamManager {
 }
 
 impl ControlStreamManager {
-    /// Send inject-barrier-rpc to stream service and wait for its response before returns.
+    pub(super) fn inject_command_ctx_barrier(
+        &mut self,
+        command_ctx: &CommandContext,
+        pre_applied_graph_info: &InflightGraphInfo,
+        applied_graph_info: Option<&InflightGraphInfo>,
+        actor_ids_to_pre_sync_mutation: HashMap<WorkerId, Vec<ActorId>>,
+    ) -> MetaResult<HashSet<WorkerId>> {
+        self.inject_barrier(
+            None,
+            command_ctx.to_mutation(),
+            (&command_ctx.curr_epoch, &command_ctx.prev_epoch),
+            &command_ctx.kind,
+            pre_applied_graph_info,
+            applied_graph_info,
+            actor_ids_to_pre_sync_mutation,
+        )
+    }
+
     pub(super) fn inject_barrier(
         &mut self,
-        command_context: &CommandContext,
+        creating_table_id: Option<TableId>,
+        mutation: Option<Mutation>,
+        (curr_epoch, prev_epoch): (&TracedEpoch, &TracedEpoch),
+        kind: &BarrierKind,
         pre_applied_graph_info: &InflightGraphInfo,
         applied_graph_info: Option<&InflightGraphInfo>,
+        actor_ids_to_pre_sync_mutation: HashMap<WorkerId, Vec<ActorId>>,
     ) -> MetaResult<HashSet<WorkerId>> {
         fail_point!("inject_barrier_err", |_| risingwave_common::bail!(
             "inject_barrier_err"
         ));
-        let mutation = command_context.to_mutation();
-        let mut node_need_collect = HashSet::new();
+
+        let partial_graph_id = creating_table_id
+            .map(|table_id| {
+                assert!(actor_ids_to_pre_sync_mutation.is_empty());
+                table_id.table_id
+            })
+            .unwrap_or(u32::MAX);
 
         for worker_id in pre_applied_graph_info.worker_ids().chain(
             applied_graph_info
@@ -268,6 +297,8 @@ impl ControlStreamManager {
             }
         }
 
+        let mut node_need_collect = HashSet::new();
+
         self.nodes
             .iter_mut()
             .map(|(node_id, node)| {
@@ -293,15 +324,12 @@ impl ControlStreamManager {
                     let mutation = mutation.clone();
                     let barrier = Barrier {
                         epoch: Some(risingwave_pb::data::Epoch {
-                            curr: command_context.curr_epoch.value().0,
-                            prev: command_context.prev_epoch.value().0,
+                            curr: curr_epoch.value().0,
+                            prev: prev_epoch.value().0,
                         }),
                         mutation: mutation.clone().map(|_| BarrierMutation { mutation }),
-                        tracing_context: TracingContext::from_span(
-                            command_context.curr_epoch.span(),
-                        )
-                        .to_protobuf(),
-                        kind: command_context.kind.to_protobuf() as i32,
+                        tracing_context: TracingContext::from_span(curr_epoch.span()).to_protobuf(),
+                        kind: kind.to_protobuf() as i32,
                         passed_actors: vec![],
                     };
 
@@ -315,7 +343,14 @@ impl ControlStreamManager {
                                         actor_ids_to_send,
                                         actor_ids_to_collect,
                                         table_ids_to_sync,
-                                        partial_graph_id: u32::MAX,
+                                        partial_graph_id,
+                                        actor_ids_to_pre_sync_barrier_mutation:
+                                            actor_ids_to_pre_sync_mutation
+                                                .get(node_id)
+                                                .into_iter()
+                                                .flatten()
+                                                .cloned()
+                                                .collect(),
                                     },
                                 ),
                             ),
@@ -337,8 +372,8 @@ impl ControlStreamManager {
                 // Record failure in event log.
                 use risingwave_pb::meta::event_log;
                 let event = event_log::EventInjectBarrierFail {
-                    prev_epoch: command_context.prev_epoch.value().0,
-                    cur_epoch: command_context.curr_epoch.value().0,
+                    prev_epoch: prev_epoch.value().0,
+                    cur_epoch: curr_epoch.value().0,
                     error: e.to_report_string(),
                 };
                 self.context
@@ -348,6 +383,27 @@ impl ControlStreamManager {
             })?;
         Ok(node_need_collect)
     }
+
+    pub(super) fn remove_partial_graph(&mut self, partial_graph_ids: Vec<u32>) {
+        self.nodes.retain(|_, node| {
+            if node
+                .sender
+                .send(StreamingControlStreamRequest {
+                    request: Some(
+                        streaming_control_stream_request::Request::RemovePartialGraph(
+                            RemovePartialGraphRequest { partial_graph_ids: partial_graph_ids.clone() },
+                        ),
+                    ),
+                })
+                .is_ok()
+            {
+                true
+            } else {
+                warn!(id = node.worker.id, host = ?node.worker.host, ?partial_graph_ids, "fail to remove_partial_graph request, node removed");
+                false
+            }
+        })
+    }
 }
 
 impl GlobalBarrierManagerContext {
diff --git a/src/meta/src/barrier/schedule.rs b/src/meta/src/barrier/schedule.rs
index d2a2febbec2fa..f213999f0a08f 100644
--- a/src/meta/src/barrier/schedule.rs
+++ b/src/meta/src/barrier/schedule.rs
@@ -183,6 +183,7 @@ impl BarrierScheduler {
     /// Try to cancel scheduled cmd for create streaming job, return true if cancelled.
     pub fn try_cancel_scheduled_create(&self, table_id: TableId) -> bool {
         let queue = &mut self.inner.queue.lock();
+
         if let Some(idx) = queue.queue.iter().position(|scheduled| {
             if let Command::CreateStreamingJob { info, .. } = &scheduled.command
                 && info.table_fragments.table_id() == table_id
@@ -276,7 +277,10 @@ impl BarrierScheduler {
         for (injected_rx, collect_rx) in contexts {
             // Wait for this command to be injected, and record the result.
             tracing::trace!("waiting for injected_rx");
-            let info = injected_rx.await.ok().context("failed to inject barrier")?;
+            let info = injected_rx
+                .await
+                .ok()
+                .context("failed to inject barrier")??;
             infos.push(info);
 
             tracing::trace!("waiting for collect_rx");
diff --git a/src/meta/src/barrier/state.rs b/src/meta/src/barrier/state.rs
index 32f74cb888935..6453f6930cb05 100644
--- a/src/meta/src/barrier/state.rs
+++ b/src/meta/src/barrier/state.rs
@@ -15,7 +15,7 @@
 use risingwave_pb::meta::PausedReason;
 
 use crate::barrier::info::{InflightGraphInfo, InflightSubscriptionInfo};
-use crate::barrier::{Command, TracedEpoch};
+use crate::barrier::{Command, CreateStreamingJobType, TracedEpoch};
 
 /// `BarrierManagerState` defines the necessary state of `GlobalBarrierManager`.
 pub struct BarrierManagerState {
@@ -79,7 +79,13 @@ impl BarrierManagerState {
         command: &Command,
     ) -> (InflightGraphInfo, InflightSubscriptionInfo) {
         // update the fragment_infos outside pre_apply
-        let fragment_changes = if let Some(fragment_changes) = command.fragment_changes() {
+        let fragment_changes = if let Command::CreateStreamingJob {
+            job_type: CreateStreamingJobType::SnapshotBackfill(_),
+            ..
+        } = command
+        {
+            None
+        } else if let Some(fragment_changes) = command.fragment_changes() {
             self.inflight_graph_info.pre_apply(&fragment_changes);
             Some(fragment_changes)
         } else {
diff --git a/src/meta/src/lib.rs b/src/meta/src/lib.rs
index db3ea7b428bde..61e29b2fb1129 100644
--- a/src/meta/src/lib.rs
+++ b/src/meta/src/lib.rs
@@ -31,6 +31,7 @@
 #![feature(impl_trait_in_assoc_type)]
 #![feature(const_option)]
 #![feature(anonymous_lifetime_in_impl_trait)]
+#![feature(duration_millis_float)]
 
 pub mod backup_restore;
 pub mod barrier;
diff --git a/src/meta/src/model/stream.rs b/src/meta/src/model/stream.rs
index 68e45863cfed6..6fb30ee6aa9fc 100644
--- a/src/meta/src/model/stream.rs
+++ b/src/meta/src/model/stream.rs
@@ -323,12 +323,14 @@ impl TableFragments {
     }
 
     /// Returns the actor ids with the given fragment type.
-    pub fn filter_actor_ids(&self, check_type: impl Fn(u32) -> bool) -> Vec<ActorId> {
+    pub fn filter_actor_ids(
+        &self,
+        check_type: impl Fn(u32) -> bool + 'static,
+    ) -> impl Iterator<Item = ActorId> + '_ {
         self.fragments
             .values()
-            .filter(|fragment| check_type(fragment.get_fragment_type_mask()))
+            .filter(move |fragment| check_type(fragment.get_fragment_type_mask()))
             .flat_map(|fragment| fragment.actors.iter().map(|actor| actor.actor_id))
-            .collect()
     }
 
     /// Check if the fragment type mask is injectable.
@@ -337,7 +339,8 @@ impl TableFragments {
             & (PbFragmentTypeFlag::Source as u32
                 | PbFragmentTypeFlag::Now as u32
                 | PbFragmentTypeFlag::Values as u32
-                | PbFragmentTypeFlag::BarrierRecv as u32))
+                | PbFragmentTypeFlag::BarrierRecv as u32
+                | PbFragmentTypeFlag::SnapshotBackfillStreamScan as u32))
             != 0
     }
 
@@ -346,6 +349,7 @@ impl TableFragments {
         Self::filter_actor_ids(self, |fragment_type_mask| {
             (fragment_type_mask & FragmentTypeFlag::Mview as u32) != 0
         })
+        .collect()
     }
 
     /// Returns actor ids that need to be tracked when creating MV.
@@ -400,7 +404,13 @@ impl TableFragments {
         Self::filter_actor_ids(self, |fragment_type_mask| {
             (fragment_type_mask & FragmentTypeFlag::StreamScan as u32) != 0
         })
-        .into_iter()
+        .collect()
+    }
+
+    pub fn snapshot_backfill_actor_ids(&self) -> HashSet<ActorId> {
+        Self::filter_actor_ids(self, |mask| {
+            (mask & FragmentTypeFlag::SnapshotBackfillStreamScan as u32) != 0
+        })
         .collect()
     }
 
diff --git a/src/meta/src/rpc/ddl_controller.rs b/src/meta/src/rpc/ddl_controller.rs
index ea14e95ba9530..72d135faa6a02 100644
--- a/src/meta/src/rpc/ddl_controller.rs
+++ b/src/meta/src/rpc/ddl_controller.rs
@@ -1588,6 +1588,23 @@ impl DdlController {
             })
             .collect();
 
+        let snapshot_backfill_info = fragment_graph.collect_snapshot_backfill_info()?;
+        if snapshot_backfill_info.is_some() {
+            if stream_job.create_type() == CreateType::Background {
+                return Err(anyhow!("snapshot_backfill must be used as Foreground mode").into());
+            }
+            match stream_job {
+                StreamingJob::MaterializedView(_)
+                | StreamingJob::Sink(_, _)
+                | StreamingJob::Index(_, _) => {}
+                StreamingJob::Table(_, _, _) | StreamingJob::Source(_) => {
+                    return Err(
+                        anyhow!("snapshot_backfill not enabled for table and source").into(),
+                    );
+                }
+            }
+        }
+
         let complete_graph = CompleteStreamFragmentGraph::with_upstreams(
             fragment_graph,
             upstream_root_fragments,
@@ -1635,6 +1652,12 @@ impl DdlController {
 
         let replace_table_job_info = match affected_table_replace_info {
             Some((streaming_job, fragment_graph)) => {
+                if snapshot_backfill_info.is_some() {
+                    return Err(anyhow!(
+                        "snapshot backfill should not have replace table info: {streaming_job:?}"
+                    )
+                    .into());
+                }
                 let StreamingJob::Sink(s, target_table) = &mut stream_job else {
                     bail!("additional replace table event only occurs when sinking into table");
                 };
@@ -1698,6 +1721,7 @@ impl DdlController {
             streaming_job: stream_job,
             replace_table_job_info,
             option: CreateStreamingJobOption {},
+            snapshot_backfill_info,
         };
 
         // 4. Mark tables as creating, including internal tables and the table of the stream job.
diff --git a/src/meta/src/rpc/metrics.rs b/src/meta/src/rpc/metrics.rs
index 79d34c6904be2..1bed396593f52 100644
--- a/src/meta/src/rpc/metrics.rs
+++ b/src/meta/src/rpc/metrics.rs
@@ -25,9 +25,11 @@ use prometheus::{
     register_int_gauge_vec_with_registry, register_int_gauge_with_registry, Histogram,
     HistogramVec, IntCounter, IntCounterVec, IntGauge, IntGaugeVec, Registry,
 };
-use risingwave_common::metrics::LabelGuardedIntGaugeVec;
+use risingwave_common::metrics::{LabelGuardedHistogramVec, LabelGuardedIntGaugeVec};
 use risingwave_common::monitor::GLOBAL_METRICS_REGISTRY;
-use risingwave_common::register_guarded_int_gauge_vec_with_registry;
+use risingwave_common::{
+    register_guarded_histogram_vec_with_registry, register_guarded_int_gauge_vec_with_registry,
+};
 use risingwave_connector::source::monitor::EnumeratorMetrics as SourceEnumeratorMetrics;
 use risingwave_meta_model_v2::WorkerId;
 use risingwave_object_store::object::object_metrics::{
@@ -74,6 +76,19 @@ pub struct MetaMetrics {
     /// The timestamp (UNIX epoch seconds) of the last committed barrier's epoch time.
     pub last_committed_barrier_time: IntGauge,
 
+    // ********************************** Snapshot Backfill ***************************
+    /// The barrier latency in second of `table_id` and snapshto backfill `barrier_type`
+    pub snapshot_backfill_barrier_latency: LabelGuardedHistogramVec<2>, // (table_id, barrier_type)
+    /// The latency of commit epoch of `table_id`
+    pub snapshot_backfill_wait_commit_latency: LabelGuardedHistogramVec<1>, // (table_id, )
+    /// The latency that the upstream waits on the snapshot backfill progress after the upstream
+    /// has collected the barrier.
+    pub snapshot_backfill_upstream_wait_progress_latency: LabelGuardedHistogramVec<1>, /* (table_id, ) */
+    /// The lags between the upstream epoch and the downstream epoch.
+    pub snapshot_backfill_lag: LabelGuardedIntGaugeVec<1>, // (table_id, )
+    /// The number of inflight barriers of `table_id`
+    pub snapshot_backfill_inflight_barrier_num: LabelGuardedIntGaugeVec<1>, // (table_id, _)
+
     // ********************************** Recovery ************************************
     pub recovery_failure_cnt: IntCounter,
     pub recovery_latency: Histogram,
@@ -236,6 +251,47 @@ impl MetaMetrics {
         )
         .unwrap();
 
+        // snapshot backfill metrics
+        let opts = histogram_opts!(
+            "meta_snapshot_backfill_barrier_duration_seconds",
+            "snapshot backfill barrier latency",
+            exponential_buckets(0.1, 1.5, 20).unwrap() // max 221s
+        );
+        let snapshot_backfill_barrier_latency = register_guarded_histogram_vec_with_registry!(
+            opts,
+            &["table_id", "barrier_type"],
+            registry
+        )
+        .unwrap();
+        let opts = histogram_opts!(
+            "meta_snapshot_backfill_barrier_wait_commit_duration_seconds",
+            "snapshot backfill barrier_wait_commit_latency",
+            exponential_buckets(0.1, 1.5, 20).unwrap() // max 221s
+        );
+        let snapshot_backfill_wait_commit_latency =
+            register_guarded_histogram_vec_with_registry!(opts, &["table_id"], registry).unwrap();
+        let opts = histogram_opts!(
+            "meta_snapshot_backfill_upstream_wait_progress_latency",
+            "snapshot backfill upstream_wait_progress_latency",
+            exponential_buckets(0.1, 1.5, 20).unwrap() // max 221s
+        );
+        let snapshot_backfill_upstream_wait_progress_latency =
+            register_guarded_histogram_vec_with_registry!(opts, &["table_id"], registry).unwrap();
+        let snapshot_backfill_lag = register_guarded_int_gauge_vec_with_registry!(
+            "meta_snapshot_backfill_upstream_lag",
+            "snapshot backfill upstream_lag",
+            &["table_id"],
+            registry
+        )
+        .unwrap();
+        let snapshot_backfill_inflight_barrier_num = register_guarded_int_gauge_vec_with_registry!(
+            "meta_snapshot_backfill_inflight_barrier_num",
+            "snapshot backfill inflight_barrier_num",
+            &["table_id"],
+            registry
+        )
+        .unwrap();
+
         let max_committed_epoch = register_int_gauge_with_registry!(
             "storage_max_committed_epoch",
             "max committed epoch",
@@ -645,6 +701,11 @@ impl MetaMetrics {
             all_barrier_nums,
             in_flight_barrier_nums,
             last_committed_barrier_time,
+            snapshot_backfill_barrier_latency,
+            snapshot_backfill_wait_commit_latency,
+            snapshot_backfill_upstream_wait_progress_latency,
+            snapshot_backfill_lag,
+            snapshot_backfill_inflight_barrier_num,
             recovery_failure_cnt,
             recovery_latency,
 
diff --git a/src/meta/src/stream/stream_graph/fragment.rs b/src/meta/src/stream/stream_graph/fragment.rs
index f6720966405e3..185ee3ff9e65d 100644
--- a/src/meta/src/stream/stream_graph/fragment.rs
+++ b/src/meta/src/stream/stream_graph/fragment.rs
@@ -17,7 +17,7 @@ use std::num::NonZeroUsize;
 use std::ops::Deref;
 use std::sync::LazyLock;
 
-use anyhow::Context;
+use anyhow::{anyhow, Context};
 use enum_as_inner::EnumAsInner;
 use itertools::Itertools;
 use risingwave_common::bail;
@@ -26,6 +26,7 @@ use risingwave_common::catalog::{
 };
 use risingwave_common::util::iter_util::ZipEqFast;
 use risingwave_common::util::stream_graph_visitor;
+use risingwave_common::util::stream_graph_visitor::visit_stream_node_cont;
 use risingwave_pb::catalog::Table;
 use risingwave_pb::ddl_service::TableJobType;
 use risingwave_pb::meta::table_fragments::Fragment;
@@ -35,9 +36,10 @@ use risingwave_pb::stream_plan::stream_fragment_graph::{
 use risingwave_pb::stream_plan::stream_node::NodeBody;
 use risingwave_pb::stream_plan::{
     DispatchStrategy, DispatcherType, FragmentTypeFlag, StreamActor,
-    StreamFragmentGraph as StreamFragmentGraphProto, StreamNode, StreamScanType,
+    StreamFragmentGraph as StreamFragmentGraphProto, StreamNode, StreamScanNode, StreamScanType,
 };
 
+use crate::barrier::SnapshotBackfillInfo;
 use crate::manager::{DdlType, IdGenManagerImpl, MetaSrvEnv, StreamingJob, WorkerId};
 use crate::model::{ActorId, FragmentId};
 use crate::stream::stream_graph::id::{GlobalFragmentId, GlobalFragmentIdGen, GlobalTableIdGen};
@@ -508,6 +510,70 @@ impl StreamFragmentGraph {
     ) -> &HashMap<GlobalFragmentId, StreamFragmentEdge> {
         self.upstreams.get(&fragment_id).unwrap_or(&EMPTY_HASHMAP)
     }
+
+    pub fn collect_snapshot_backfill_info(&self) -> MetaResult<Option<SnapshotBackfillInfo>> {
+        let mut prev_stream_scan: Option<(Option<SnapshotBackfillInfo>, StreamScanNode)> = None;
+        let mut result = Ok(());
+        for (node, fragment_type_mask) in self
+            .fragments
+            .values()
+            .map(|fragment| (fragment.node.as_ref().unwrap(), fragment.fragment_type_mask))
+        {
+            visit_stream_node_cont(node, |node| {
+                if let Some(NodeBody::StreamScan(stream_scan)) = node.node_body.as_ref() {
+                    let is_snapshot_backfill =
+                        stream_scan.stream_scan_type == StreamScanType::SnapshotBackfill as i32;
+                    if is_snapshot_backfill {
+                        assert!(
+                            (fragment_type_mask
+                                & (FragmentTypeFlag::SnapshotBackfillStreamScan as u32))
+                                > 0
+                        );
+                    }
+
+                    match &mut prev_stream_scan {
+                        Some((prev_snapshot_backfill_info, prev_stream_scan)) => {
+                            match (prev_snapshot_backfill_info, is_snapshot_backfill) {
+                                (Some(prev_snapshot_backfill_info), true) => {
+                                    prev_snapshot_backfill_info
+                                        .upstream_mv_table_ids
+                                        .insert(TableId::new(stream_scan.table_id));
+                                    true
+                                }
+                                (None, false) => true,
+                                (_, _) => {
+                                    result = Err(anyhow!("must be either all snapshot_backfill or no snapshot_backfill. Curr: {stream_scan:?} Prev: {prev_stream_scan:?}").into());
+                                    false
+                                }
+                            }
+                        }
+                        None => {
+                            prev_stream_scan = Some((
+                                if is_snapshot_backfill {
+                                    Some(SnapshotBackfillInfo {
+                                        upstream_mv_table_ids: HashSet::from_iter([TableId::new(
+                                            stream_scan.table_id,
+                                        )]),
+                                    })
+                                } else {
+                                    None
+                                },
+                                stream_scan.clone(),
+                            ));
+                            true
+                        }
+                    }
+                } else {
+                    true
+                }
+            })
+        }
+        result.map(|_| {
+            prev_stream_scan
+                .map(|(is_snapshot_backfill, _)| is_snapshot_backfill)
+                .unwrap_or(None)
+        })
+    }
 }
 
 static EMPTY_HASHMAP: LazyLock<HashMap<GlobalFragmentId, StreamFragmentEdge>> =
diff --git a/src/meta/src/stream/stream_manager.rs b/src/meta/src/stream/stream_manager.rs
index 050238e2dbc6d..880a1b1f334fb 100644
--- a/src/meta/src/stream/stream_manager.rs
+++ b/src/meta/src/stream/stream_manager.rs
@@ -30,7 +30,8 @@ use tracing::Instrument;
 
 use super::{Locations, RescheduleOptions, ScaleControllerRef, TableResizePolicy};
 use crate::barrier::{
-    BarrierScheduler, Command, CreateStreamingJobCommandInfo, ReplaceTablePlan, StreamRpcManager,
+    BarrierScheduler, Command, CreateStreamingJobCommandInfo, CreateStreamingJobType,
+    ReplaceTablePlan, SnapshotBackfillInfo, StreamRpcManager,
 };
 use crate::manager::{DdlType, MetaSrvEnv, MetadataManager, NotificationVersion, StreamingJob};
 use crate::model::{ActorId, FragmentId, MetadataModel, TableFragments, TableParallelism};
@@ -77,6 +78,8 @@ pub struct CreateStreamingJobContext {
     /// Context provided for potential replace table, typically used when sinking into a table.
     pub replace_table_job_info: Option<(StreamingJob, ReplaceTableContext, TableFragments)>,
 
+    pub snapshot_backfill_info: Option<SnapshotBackfillInfo>,
+
     pub option: CreateStreamingJobOption,
 
     pub streaming_job: StreamingJob,
@@ -405,6 +408,7 @@ impl GlobalStreamManager {
             ddl_type,
             replace_table_job_info,
             internal_tables,
+            snapshot_backfill_info,
             ..
         }: CreateStreamingJobContext,
     ) -> MetaResult<NotificationVersion> {
@@ -488,17 +492,38 @@ impl GlobalStreamManager {
             create_type,
         };
 
-        let command = Command::CreateStreamingJob {
-            info,
-            replace_table: replace_table_command,
+        let command = if let Some(snapshot_backfill_info) = snapshot_backfill_info {
+            tracing::debug!(
+                ?snapshot_backfill_info,
+                "sending Command::CreateSnapshotBackfillStreamingJob"
+            );
+            Command::CreateStreamingJob {
+                info,
+                job_type: CreateStreamingJobType::SnapshotBackfill(snapshot_backfill_info),
+            }
+        } else {
+            tracing::debug!("sending Command::CreateStreamingJob");
+            if let Some(replace_table_command) = replace_table_command {
+                Command::CreateStreamingJob {
+                    info,
+                    job_type: CreateStreamingJobType::SinkIntoTable(replace_table_command),
+                }
+            } else {
+                Command::CreateStreamingJob {
+                    info,
+                    job_type: CreateStreamingJobType::Normal,
+                }
+            }
         };
-        tracing::debug!("sending Command::CreateStreamingJob");
         let result: MetaResult<NotificationVersion> = try {
             self.barrier_scheduler.run_command(command).await?;
-            tracing::debug!("first barrier collected for stream job");
-            self.metadata_manager
+            tracing::debug!(?streaming_job, "first barrier collected for stream job");
+            let result = self
+                .metadata_manager
                 .wait_streaming_job_finished(&streaming_job)
-                .await?
+                .await?;
+            tracing::debug!(?streaming_job, "stream job finish");
+            result
         };
         match result {
             Err(err) => {
@@ -802,7 +827,7 @@ impl GlobalStreamManager {
             upstream_mv_table_id: TableId::new(table_id),
         };
 
-        tracing::debug!("sending Command::DropSubscription");
+        tracing::debug!("sending Command::DropSubscriptions");
         let _ = self
             .barrier_scheduler
             .run_command(command)
@@ -1176,6 +1201,7 @@ mod tests {
                 create_type: Default::default(),
                 ddl_type: Default::default(),
                 replace_table_job_info: None,
+                snapshot_backfill_info: None,
                 option: Default::default(),
             };
 
diff --git a/src/storage/src/table/batch_table/storage_table.rs b/src/storage/src/table/batch_table/storage_table.rs
index 87b5006c0fa86..ba5df435db768 100644
--- a/src/storage/src/table/batch_table/storage_table.rs
+++ b/src/storage/src/table/batch_table/storage_table.rs
@@ -751,7 +751,7 @@ impl<S: StateStore, SD: ValueRowSerde> StorageTableInner<S, SD> {
         &self,
         start_epoch: u64,
         end_epoch: u64,
-    ) -> StorageResult<impl Stream<Item = StorageResult<ChangeLogRow>> + Send> {
+    ) -> StorageResult<impl Stream<Item = StorageResult<ChangeLogRow>> + Send + 'static> {
         let pk_prefix = OwnedRow::default();
         let start_key = self.serialize_pk_bound(&pk_prefix, Unbounded, true);
         let end_key = self.serialize_pk_bound(&pk_prefix, Unbounded, false);
diff --git a/src/stream/src/executor/backfill/mod.rs b/src/stream/src/executor/backfill/mod.rs
index 48ef5ac7fb6cf..c64831f822f91 100644
--- a/src/stream/src/executor/backfill/mod.rs
+++ b/src/stream/src/executor/backfill/mod.rs
@@ -15,6 +15,7 @@
 pub mod arrangement_backfill;
 pub mod cdc;
 pub mod no_shuffle_backfill;
+pub mod snapshot_backfill;
 pub mod utils;
 
 pub use cdc::CdcScanOptions;
diff --git a/src/stream/src/executor/backfill/no_shuffle_backfill.rs b/src/stream/src/executor/backfill/no_shuffle_backfill.rs
index a65c5f1c4487b..761aedfa55ee3 100644
--- a/src/stream/src/executor/backfill/no_shuffle_backfill.rs
+++ b/src/stream/src/executor/backfill/no_shuffle_backfill.rs
@@ -652,13 +652,16 @@ where
         } else {
             // Checked the rate limit is not zero.
             #[for_await]
-            for r in Self::snapshot_read(upstream_table, epoch, current_pos) {
+            for r in
+                Self::snapshot_read(upstream_table, HummockReadEpoch::NoWait(epoch), current_pos)
+            {
                 if let Some(rate_limit) = &rate_limiter {
                     rate_limit.until_ready().await;
                 }
-                yield r?;
+                yield Some(r?);
             }
         }
+        yield None;
     }
 
     /// Snapshot read the upstream mv.
@@ -667,16 +670,15 @@ where
     /// remaining data in `builder` must be flushed manually.
     /// Otherwise when we scan a new snapshot, it is possible the rows in the `builder` would be
     /// present, Then when we flush we contain duplicate rows.
-    #[try_stream(ok = Option<OwnedRow>, error = StreamExecutorError)]
-    async fn snapshot_read(
+    #[try_stream(ok = OwnedRow, error = StreamExecutorError)]
+    pub async fn snapshot_read(
         upstream_table: &StorageTable<S>,
-        epoch: u64,
+        epoch: HummockReadEpoch,
         current_pos: Option<OwnedRow>,
     ) {
         let range_bounds = compute_bounds(upstream_table.pk_indices(), current_pos);
         let range_bounds = match range_bounds {
             None => {
-                yield None;
                 return Ok(());
             }
             Some(range_bounds) => range_bounds,
@@ -686,7 +688,7 @@ where
         // together with the upstream mv.
         let iter = upstream_table
             .batch_iter_with_pk_bounds(
-                HummockReadEpoch::NoWait(epoch),
+                epoch,
                 row::empty(),
                 range_bounds,
                 true,
@@ -698,9 +700,8 @@ where
 
         #[for_await]
         for row in row_iter {
-            yield Some(row?);
+            yield row?;
         }
-        yield None;
     }
 
     async fn persist_state(
diff --git a/src/stream/src/executor/backfill/snapshot_backfill.rs b/src/stream/src/executor/backfill/snapshot_backfill.rs
new file mode 100644
index 0000000000000..53ae800ac5367
--- /dev/null
+++ b/src/stream/src/executor/backfill/snapshot_backfill.rs
@@ -0,0 +1,567 @@
+// Copyright 2024 RisingWave Labs
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::VecDeque;
+use std::future::{pending, Future};
+use std::mem::replace;
+use std::sync::Arc;
+
+use anyhow::anyhow;
+use futures::future::Either;
+use futures::{pin_mut, Stream, TryStreamExt};
+use itertools::Itertools;
+use risingwave_common::array::{Op, StreamChunk};
+use risingwave_common::catalog::TableId;
+use risingwave_common::metrics::LabelGuardedIntCounter;
+use risingwave_common::row::OwnedRow;
+use risingwave_common::util::chunk_coalesce::DataChunkBuilder;
+use risingwave_hummock_sdk::HummockReadEpoch;
+use risingwave_storage::error::StorageResult;
+use risingwave_storage::table::batch_table::storage_table::StorageTable;
+use risingwave_storage::table::ChangeLogRow;
+use risingwave_storage::StateStore;
+use tokio::select;
+use tokio::sync::mpsc::UnboundedReceiver;
+
+use crate::executor::backfill::utils::{create_builder, mapping_chunk};
+use crate::executor::monitor::StreamingMetrics;
+use crate::executor::prelude::{try_stream, StreamExt};
+use crate::executor::{
+    expect_first_barrier, ActorContextRef, BackfillExecutor, Barrier, BoxedMessageStream, Execute,
+    Executor, Message, Mutation, StreamExecutorError, StreamExecutorResult,
+};
+use crate::task::CreateMviewProgress;
+
+pub struct SnapshotBackfillExecutor<S: StateStore> {
+    /// Upstream table
+    upstream_table: StorageTable<S>,
+
+    /// Upstream with the same schema with the upstream table.
+    upstream: Executor,
+
+    /// The column indices need to be forwarded to the downstream from the upstream and table scan.
+    output_indices: Vec<usize>,
+
+    progress: CreateMviewProgress,
+
+    chunk_size: usize,
+    rate_limit: Option<usize>,
+
+    barrier_rx: UnboundedReceiver<Barrier>,
+
+    actor_ctx: ActorContextRef,
+    metrics: Arc<StreamingMetrics>,
+}
+
+impl<S: StateStore> SnapshotBackfillExecutor<S> {
+    #[expect(clippy::too_many_arguments)]
+    pub fn new(
+        upstream_table: StorageTable<S>,
+        upstream: Executor,
+        output_indices: Vec<usize>,
+        actor_ctx: ActorContextRef,
+        progress: CreateMviewProgress,
+        chunk_size: usize,
+        rate_limit: Option<usize>,
+        barrier_rx: UnboundedReceiver<Barrier>,
+        metrics: Arc<StreamingMetrics>,
+    ) -> Self {
+        if let Some(rate_limit) = rate_limit {
+            debug!(
+                rate_limit,
+                "create snapshot backfill executor with rate limit"
+            );
+        }
+        Self {
+            upstream_table,
+            upstream,
+            output_indices,
+            progress,
+            chunk_size,
+            rate_limit,
+            barrier_rx,
+            actor_ctx,
+            metrics,
+        }
+    }
+
+    #[try_stream(ok = Message, error = StreamExecutorError)]
+    async fn execute_inner(mut self) {
+        debug!("snapshot backfill executor start");
+        let mut upstream = self.upstream.execute();
+        let upstream_table_id = self.upstream_table.table_id();
+        let first_barrier = expect_first_barrier(&mut upstream).await?;
+        debug!(epoch = ?first_barrier.epoch, "get first upstream barrier");
+        let first_recv_barrier = receive_next_barrier(&mut self.barrier_rx).await?;
+        debug!(epoch = ?first_recv_barrier.epoch, "get first inject barrier");
+        let should_backfill = first_barrier.epoch != first_recv_barrier.epoch;
+
+        {
+            if should_backfill {
+                let subscriber_ids = first_barrier
+                    .added_subscriber_on_mv_table(upstream_table_id)
+                    .collect_vec();
+                let snapshot_backfill_table_fragment_id = match subscriber_ids.as_slice() {
+                    [] => {
+                        return Err(anyhow!(
+                            "first recv barrier on backfill should add subscriber on upstream"
+                        )
+                        .into());
+                    }
+                    [snapshot_backfill_table_fragment_id] => *snapshot_backfill_table_fragment_id,
+                    multiple => {
+                        return Err(anyhow!(
+                            "first recv barrier on backfill have multiple subscribers {:?} on upstream table {}",
+                            multiple, upstream_table_id.table_id
+                        )
+                        .into());
+                    }
+                };
+
+                let table_id_str = format!("{}", self.upstream_table.table_id().table_id);
+                let actor_id_str = format!("{}", self.actor_ctx.id);
+
+                let consume_upstream_row_count = self
+                    .metrics
+                    .snapshot_backfill_consume_row_count
+                    .with_guarded_label_values(&[&table_id_str, &actor_id_str, "consume_upstream"]);
+
+                let mut upstream_buffer = UpstreamBuffer::new(
+                    &mut upstream,
+                    upstream_table_id,
+                    snapshot_backfill_table_fragment_id,
+                    consume_upstream_row_count,
+                );
+
+                let first_barrier_epoch = first_barrier.epoch;
+
+                async fn with_consuming_upstream<'a, 'b, T>(
+                    future: impl Future<Output = StreamExecutorResult<T>>,
+                    upstream_buffer: &'a mut UpstreamBuffer<'b>,
+                ) -> StreamExecutorResult<T> {
+                    select! {
+                        biased;
+                        e = upstream_buffer.consume_upstream() => {
+                            Err(e)
+                        }
+                        result = future => {
+                            result
+                        }
+                    }
+                }
+
+                // Phase 1: consume upstream snapshot
+                {
+                    {
+                        let consuming_snapshot_row_count = self
+                            .metrics
+                            .snapshot_backfill_consume_row_count
+                            .with_guarded_label_values(&[
+                                &table_id_str,
+                                &actor_id_str,
+                                "consuming_snapshot",
+                            ]);
+                        let snapshot_stream = make_consume_snapshot_stream(
+                            &self.upstream_table,
+                            first_barrier_epoch.prev,
+                            self.chunk_size,
+                            self.rate_limit,
+                            &mut self.barrier_rx,
+                            &self.output_indices,
+                            self.progress,
+                            first_recv_barrier,
+                        );
+
+                        pin_mut!(snapshot_stream);
+
+                        while let Some(message) = with_consuming_upstream(
+                            snapshot_stream.try_next(),
+                            &mut upstream_buffer,
+                        )
+                        .await?
+                        {
+                            if let Message::Chunk(chunk) = &message {
+                                consuming_snapshot_row_count.inc_by(chunk.cardinality() as _);
+                            }
+                            yield message;
+                        }
+                    }
+
+                    let recv_barrier = self.barrier_rx.recv().await.expect("should exist");
+                    assert_eq!(first_barrier.epoch, recv_barrier.epoch);
+                    yield Message::Barrier(first_barrier);
+                }
+
+                let mut barrier_epoch = first_barrier_epoch;
+
+                let initial_pending_barrier = upstream_buffer.barrier.len();
+                info!(
+                    ?barrier_epoch,
+                    table_id = self.upstream_table.table_id().table_id,
+                    initial_pending_barrier,
+                    "start consuming log store"
+                );
+
+                let consuming_log_store_row_count = self
+                    .metrics
+                    .snapshot_backfill_consume_row_count
+                    .with_guarded_label_values(&[
+                        &table_id_str,
+                        &actor_id_str,
+                        "consuming_log_store",
+                    ]);
+
+                // Phase 2: consume upstream log store
+                while let Some(barrier) = upstream_buffer.take_buffered_barrier().await? {
+                    let recv_barrier = receive_next_barrier(&mut self.barrier_rx).await?;
+                    assert_eq!(barrier.epoch, recv_barrier.epoch);
+                    assert_eq!(barrier_epoch.curr, barrier.epoch.prev);
+                    barrier_epoch = barrier.epoch;
+
+                    debug!(?barrier_epoch, kind = ?barrier.kind, "before consume change log");
+                    let stream = self
+                        .upstream_table
+                        .batch_iter_log_with_pk_bounds(barrier_epoch.prev, barrier_epoch.prev)
+                        .await?;
+                    let data_types = self.upstream_table.schema().data_types();
+                    let builder = create_builder(None, self.chunk_size, data_types);
+                    let stream = read_change_log(stream, builder);
+                    pin_mut!(stream);
+                    while let Some(chunk) =
+                        with_consuming_upstream(stream.try_next(), &mut upstream_buffer).await?
+                    {
+                        debug!(
+                            ?barrier_epoch,
+                            size = chunk.cardinality(),
+                            "consume change log yield chunk",
+                        );
+                        consuming_log_store_row_count.inc_by(chunk.cardinality() as _);
+                        yield Message::Chunk(chunk);
+                    }
+
+                    debug!(?barrier_epoch, "after consume change log");
+
+                    yield Message::Barrier(barrier);
+                }
+
+                info!(
+                    ?barrier_epoch,
+                    table_id = self.upstream_table.table_id().table_id,
+                    "finish consuming log store"
+                );
+            } else {
+                info!(
+                    table_id = self.upstream_table.table_id().table_id,
+                    "skip backfill"
+                );
+                let first_recv_barrier = receive_next_barrier(&mut self.barrier_rx).await?;
+                assert_eq!(first_barrier.epoch, first_recv_barrier.epoch);
+                yield Message::Barrier(first_barrier);
+            }
+        }
+        // Phase 3: consume upstream
+        while let Some(msg) = upstream.try_next().await? {
+            if let Message::Barrier(barrier) = &msg {
+                let recv_barrier = receive_next_barrier(&mut self.barrier_rx).await?;
+                assert_eq!(barrier.epoch, recv_barrier.epoch);
+            }
+            yield msg;
+        }
+    }
+}
+
+impl<S: StateStore> Execute for SnapshotBackfillExecutor<S> {
+    fn execute(self: Box<Self>) -> BoxedMessageStream {
+        self.execute_inner().boxed()
+    }
+}
+
+#[try_stream(ok = StreamChunk, error = StreamExecutorError)]
+async fn read_change_log(
+    stream: impl Stream<Item = StorageResult<ChangeLogRow>>,
+    mut builder: DataChunkBuilder,
+) {
+    let chunk_size = builder.batch_size();
+    pin_mut!(stream);
+    let mut ops = Vec::with_capacity(chunk_size);
+    while let Some(change_log_row) = stream.try_next().await? {
+        let change_log_row: ChangeLogRow = change_log_row;
+        match change_log_row {
+            ChangeLogRow::Insert(row) => {
+                ops.push(Op::Insert);
+                if let Some(chunk) = builder.append_one_row(row) {
+                    let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
+                    yield StreamChunk::from_parts(ops, chunk);
+                }
+            }
+            ChangeLogRow::Update {
+                old_value,
+                new_value,
+            } => {
+                if !builder.can_append(2) {
+                    if let Some(chunk) = builder.consume_all() {
+                        let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
+                        yield StreamChunk::from_parts(ops, chunk);
+                    }
+                }
+                ops.extend([Op::UpdateDelete, Op::UpdateInsert]);
+                assert!(builder.append_one_row(old_value).is_none());
+                if let Some(chunk) = builder.append_one_row(new_value) {
+                    let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
+                    yield StreamChunk::from_parts(ops, chunk);
+                }
+            }
+            ChangeLogRow::Delete(row) => {
+                ops.push(Op::Delete);
+                if let Some(chunk) = builder.append_one_row(row) {
+                    let ops = replace(&mut ops, Vec::with_capacity(chunk_size));
+                    yield StreamChunk::from_parts(ops, chunk);
+                }
+            }
+        }
+    }
+
+    if let Some(chunk) = builder.consume_all() {
+        yield StreamChunk::from_parts(ops, chunk);
+    }
+}
+
+struct UpstreamBuffer<'a> {
+    upstream: &'a mut BoxedMessageStream,
+    // newer barrier at the front
+    barrier: VecDeque<Barrier>,
+    consume_upstream_row_count: LabelGuardedIntCounter<3>,
+    is_finished: bool,
+    upstream_table_id: TableId,
+    current_subscriber_id: u32,
+}
+
+impl<'a> UpstreamBuffer<'a> {
+    fn new(
+        upstream: &'a mut BoxedMessageStream,
+        upstream_table_id: TableId,
+        current_subscriber_id: u32,
+        consume_upstream_row_count: LabelGuardedIntCounter<3>,
+    ) -> Self {
+        Self {
+            upstream,
+            barrier: Default::default(),
+            consume_upstream_row_count,
+            is_finished: false,
+            upstream_table_id,
+            current_subscriber_id,
+        }
+    }
+
+    async fn consume_upstream(&mut self) -> StreamExecutorError {
+        while !self.is_finished {
+            let result = self.consume_until_next_barrier().await;
+            let barrier = match result {
+                Ok(barrier) => barrier,
+                Err(e) => {
+                    return e;
+                }
+            };
+            self.barrier.push_front(barrier);
+        }
+        pending().await
+    }
+
+    async fn consume_until_next_barrier(&mut self) -> StreamExecutorResult<Barrier> {
+        assert!(!self.is_finished);
+        loop {
+            let msg: Message = self
+                .upstream
+                .try_next()
+                .await?
+                .ok_or_else(|| anyhow!("end of upstream"))?;
+            match msg {
+                Message::Chunk(chunk) => {
+                    self.consume_upstream_row_count
+                        .inc_by(chunk.cardinality() as _);
+                }
+                Message::Barrier(barrier) => {
+                    self.is_finished = self.is_finish_barrier(&barrier);
+                    break Ok(barrier);
+                }
+                Message::Watermark(_) => {}
+            }
+        }
+    }
+
+    async fn take_buffered_barrier(&mut self) -> StreamExecutorResult<Option<Barrier>> {
+        Ok(if let Some(barrier) = self.barrier.pop_back() {
+            Some(barrier)
+        } else if self.is_finished {
+            None
+        } else {
+            Some(self.consume_until_next_barrier().await?)
+        })
+    }
+
+    fn is_finish_barrier(&self, barrier: &Barrier) -> bool {
+        if let Some(Mutation::DropSubscriptions {
+            subscriptions_to_drop,
+        }) = barrier.mutation.as_deref()
+        {
+            let is_finished = subscriptions_to_drop
+                .iter()
+                .any(|(subscriber_id, _)| *subscriber_id == self.current_subscriber_id);
+            if is_finished {
+                assert!(subscriptions_to_drop.iter().any(
+                    |(subscriber_id, subscribed_upstream_table_id)| {
+                        *subscriber_id == self.current_subscriber_id
+                            && self.upstream_table_id == *subscribed_upstream_table_id
+                    }
+                ))
+            }
+            is_finished
+        } else {
+            false
+        }
+    }
+}
+
+async fn receive_next_barrier(
+    barrier_rx: &mut UnboundedReceiver<Barrier>,
+) -> StreamExecutorResult<Barrier> {
+    Ok(barrier_rx
+        .recv()
+        .await
+        .ok_or_else(|| anyhow!("end of barrier receiver"))?)
+}
+
+#[try_stream(ok = StreamChunk, error = StreamExecutorError)]
+async fn make_snapshot_stream<'a>(
+    row_stream: impl Stream<Item = StreamExecutorResult<OwnedRow>> + 'a,
+    mut builder: DataChunkBuilder,
+    output_indices: &'a [usize],
+) {
+    pin_mut!(row_stream);
+    while let Some(row) = row_stream.try_next().await? {
+        if let Some(data_chunk) = builder.append_one_row(row) {
+            let ops = vec![Op::Insert; data_chunk.capacity()];
+            yield mapping_chunk(StreamChunk::from_parts(ops, data_chunk), output_indices);
+        }
+    }
+    if let Some(data_chunk) = builder.consume_all() {
+        let ops = vec![Op::Insert; data_chunk.capacity()];
+        yield mapping_chunk(StreamChunk::from_parts(ops, data_chunk), output_indices);
+    }
+}
+
+#[try_stream(ok = Message, error = StreamExecutorError)]
+#[expect(clippy::too_many_arguments)]
+async fn make_consume_snapshot_stream<'a, S: StateStore>(
+    upstream_table: &'a StorageTable<S>,
+    snapshot_epoch: u64,
+    chunk_size: usize,
+    rate_limit: Option<usize>,
+    barrier_rx: &'a mut UnboundedReceiver<Barrier>,
+    output_indices: &'a [usize],
+    mut progress: CreateMviewProgress,
+    first_recv_barrier: Barrier,
+) {
+    let mut barrier_epoch = first_recv_barrier.epoch;
+    yield Message::Barrier(first_recv_barrier);
+
+    info!(
+        table_id = upstream_table.table_id().table_id,
+        ?barrier_epoch,
+        "start consuming snapshot"
+    );
+
+    // start consume upstream snapshot
+    let snapshot_row_stream = BackfillExecutor::snapshot_read(
+        upstream_table,
+        HummockReadEpoch::Committed(snapshot_epoch),
+        None,
+    );
+    let data_types = upstream_table.schema().data_types();
+    let builder = create_builder(rate_limit, chunk_size, data_types.clone());
+    let snapshot_stream = make_snapshot_stream(snapshot_row_stream, builder, output_indices);
+    pin_mut!(snapshot_stream);
+
+    async fn select_barrier_and_snapshot_stream(
+        barrier_rx: &mut UnboundedReceiver<Barrier>,
+        snapshot_stream: &mut (impl Stream<Item = StreamExecutorResult<StreamChunk>> + Unpin),
+        throttle_snapshot_stream: bool,
+    ) -> StreamExecutorResult<Either<Barrier, Option<StreamChunk>>> {
+        select!(
+            result = receive_next_barrier(barrier_rx) => {
+                Ok(Either::Left(result?))
+            },
+            result = snapshot_stream.try_next(), if !throttle_snapshot_stream => {
+                Ok(Either::Right(result?))
+            }
+        )
+    }
+
+    let mut count = 0;
+    let mut epoch_row_count = 0;
+    loop {
+        let throttle_snapshot_stream = if let Some(rate_limit) = rate_limit {
+            epoch_row_count > rate_limit
+        } else {
+            false
+        };
+        match select_barrier_and_snapshot_stream(
+            barrier_rx,
+            &mut snapshot_stream,
+            throttle_snapshot_stream,
+        )
+        .await?
+        {
+            Either::Left(barrier) => {
+                assert_eq!(barrier.epoch.prev, barrier_epoch.curr);
+                barrier_epoch = barrier.epoch;
+                if barrier_epoch.curr >= snapshot_epoch {
+                    return Err(anyhow!("should not receive barrier with epoch {barrier_epoch:?} later than snapshot epoch {snapshot_epoch}").into());
+                }
+                debug!(?barrier_epoch, count, "update progress");
+                progress.update(barrier_epoch, barrier_epoch.prev, count as _);
+                epoch_row_count = 0;
+                yield Message::Barrier(barrier);
+            }
+            Either::Right(Some(chunk)) => {
+                count += chunk.cardinality();
+                epoch_row_count += chunk.cardinality();
+                yield Message::Chunk(chunk);
+            }
+            Either::Right(None) => {
+                break;
+            }
+        }
+    }
+
+    // finish consuming upstream snapshot, report finish
+    let barrier_to_report_finish = receive_next_barrier(barrier_rx).await?;
+    assert_eq!(barrier_to_report_finish.epoch.prev, barrier_epoch.curr);
+    barrier_epoch = barrier_to_report_finish.epoch;
+    info!(?barrier_epoch, count, "report finish");
+    progress.finish(barrier_epoch, count as _);
+    yield Message::Barrier(barrier_to_report_finish);
+
+    // keep receiving remaining barriers until receiving a barrier with epoch as snapshot_epoch
+    loop {
+        let barrier = receive_next_barrier(barrier_rx).await?;
+        assert_eq!(barrier.epoch.prev, barrier_epoch.curr);
+        barrier_epoch = barrier.epoch;
+        yield Message::Barrier(barrier);
+        if barrier_epoch.curr == snapshot_epoch {
+            break;
+        }
+    }
+    info!(?barrier_epoch, "finish consuming snapshot");
+}
diff --git a/src/stream/src/executor/mod.rs b/src/stream/src/executor/mod.rs
index cfa8e895ad16f..ff32af10d1198 100644
--- a/src/stream/src/executor/mod.rs
+++ b/src/stream/src/executor/mod.rs
@@ -119,6 +119,7 @@ pub use approx_percentile::local::LocalApproxPercentileExecutor;
 pub use backfill::arrangement_backfill::*;
 pub use backfill::cdc::{CdcBackfillExecutor, CdcScanOptions, ExternalStorageTable};
 pub use backfill::no_shuffle_backfill::*;
+pub use backfill::snapshot_backfill::*;
 pub use barrier_recv::BarrierRecvExecutor;
 pub use batch_query::BatchQueryExecutor;
 pub use chain::ChainExecutor;
diff --git a/src/stream/src/executor/monitor/streaming_stats.rs b/src/stream/src/executor/monitor/streaming_stats.rs
index 2cbd252d0bdb8..0b9b61e6bf761 100644
--- a/src/stream/src/executor/monitor/streaming_stats.rs
+++ b/src/stream/src/executor/monitor/streaming_stats.rs
@@ -137,6 +137,9 @@ pub struct StreamingMetrics {
     cdc_backfill_snapshot_read_row_count: LabelGuardedIntCounterVec<2>,
     cdc_backfill_upstream_output_row_count: LabelGuardedIntCounterVec<2>,
 
+    // Snapshot Backfill
+    pub(crate) snapshot_backfill_consume_row_count: LabelGuardedIntCounterVec<3>,
+
     // Over Window
     over_window_cached_entry_count: LabelGuardedIntGaugeVec<3>,
     over_window_cache_lookup_count: LabelGuardedIntCounterVec<3>,
@@ -722,6 +725,14 @@ impl StreamingMetrics {
             )
             .unwrap();
 
+        let snapshot_backfill_consume_row_count = register_guarded_int_counter_vec_with_registry!(
+            "stream_snapshot_backfill_consume_snapshot_row_count",
+            "Total number of rows that have been output from snapshot backfill",
+            &["table_id", "actor_id", "stage"],
+            registry
+        )
+        .unwrap();
+
         let over_window_cached_entry_count = register_guarded_int_gauge_vec_with_registry!(
             "stream_over_window_cached_entry_count",
             "Total entry (partition) count in over window executor cache",
@@ -1161,6 +1172,7 @@ impl StreamingMetrics {
             backfill_upstream_output_row_count,
             cdc_backfill_snapshot_read_row_count,
             cdc_backfill_upstream_output_row_count,
+            snapshot_backfill_consume_row_count,
             over_window_cached_entry_count,
             over_window_cache_lookup_count,
             over_window_cache_miss_count,
diff --git a/src/stream/src/from_proto/stream_scan.rs b/src/stream/src/from_proto/stream_scan.rs
index 56ee7bd36f6e1..33badbb012888 100644
--- a/src/stream/src/from_proto/stream_scan.rs
+++ b/src/stream/src/from_proto/stream_scan.rs
@@ -20,12 +20,13 @@ use risingwave_common::util::value_encoding::BasicSerde;
 use risingwave_pb::plan_common::StorageTableDesc;
 use risingwave_pb::stream_plan::{StreamScanNode, StreamScanType};
 use risingwave_storage::table::batch_table::storage_table::StorageTable;
+use tokio::sync::mpsc;
 
 use super::*;
 use crate::common::table::state_table::{ReplicatedStateTable, StateTable};
 use crate::executor::{
     ArrangementBackfillExecutor, BackfillExecutor, ChainExecutor, RearrangedChainExecutor,
-    TroublemakerExecutor,
+    SnapshotBackfillExecutor, TroublemakerExecutor,
 };
 
 pub struct StreamScanExecutorBuilder;
@@ -143,6 +144,36 @@ impl ExecutorBuilder for StreamScanExecutorBuilder {
                     new_executor!(BasicSerde)
                 }
             }
+            StreamScanType::SnapshotBackfill => {
+                let table_desc: &StorageTableDesc = node.get_table_desc()?;
+
+                let column_ids = node
+                    .upstream_column_ids
+                    .iter()
+                    .map(ColumnId::from)
+                    .collect_vec();
+
+                let vnodes = params.vnode_bitmap.map(Arc::new);
+                let (barrier_tx, barrier_rx) = mpsc::unbounded_channel();
+                params
+                    .create_actor_context
+                    .register_sender(params.actor_context.id, barrier_tx);
+
+                let upstream_table =
+                    StorageTable::new_partial(state_store.clone(), column_ids, vnodes, table_desc);
+                SnapshotBackfillExecutor::new(
+                    upstream_table,
+                    upstream,
+                    output_indices,
+                    params.actor_context.clone(),
+                    progress,
+                    params.env.config().developer.chunk_size,
+                    node.rate_limit.map(|x| x as _),
+                    barrier_rx,
+                    params.executor_stats.clone(),
+                )
+                .boxed()
+            }
             StreamScanType::Unspecified => unreachable!(),
         };
 
diff --git a/src/stream/src/task/barrier_manager.rs b/src/stream/src/task/barrier_manager.rs
index d2f9c24e16a29..950974b8acb50 100644
--- a/src/stream/src/task/barrier_manager.rs
+++ b/src/stream/src/task/barrier_manager.rs
@@ -546,6 +546,9 @@ impl LocalBarrierWorker {
                         .map(TableId::new)
                         .collect(),
                     PartialGraphId::new(req.partial_graph_id),
+                    req.actor_ids_to_pre_sync_barrier_mutation
+                        .into_iter()
+                        .collect(),
                 )?;
                 Ok(())
             }
@@ -736,6 +739,7 @@ impl LocalBarrierWorker {
         to_collect: HashSet<ActorId>,
         table_ids: HashSet<TableId>,
         partial_graph_id: PartialGraphId,
+        actor_ids_to_pre_sync_barrier: HashSet<ActorId>,
     ) -> StreamResult<()> {
         if !cfg!(test) {
             // The barrier might be outdated and been injected after recovery in some certain extreme
@@ -782,8 +786,13 @@ impl LocalBarrierWorker {
             }
         }
 
-        self.state
-            .transform_to_issued(barrier, to_collect, table_ids, partial_graph_id);
+        self.state.transform_to_issued(
+            barrier,
+            to_collect,
+            table_ids,
+            partial_graph_id,
+            actor_ids_to_pre_sync_barrier,
+        );
 
         for actor_id in to_send {
             match self.barrier_senders.get(&actor_id) {
@@ -1215,6 +1224,7 @@ pub(crate) mod barrier_test_utils {
                             actor_ids_to_collect: actor_to_collect.into_iter().collect(),
                             table_ids_to_sync: vec![],
                             partial_graph_id: u32::MAX,
+                            actor_ids_to_pre_sync_barrier_mutation: vec![],
                         },
                     )),
                 }))
diff --git a/src/stream/src/task/barrier_manager/managed_state.rs b/src/stream/src/task/barrier_manager/managed_state.rs
index fe58c4b3d911b..c23c3da9fb106 100644
--- a/src/stream/src/task/barrier_manager/managed_state.rs
+++ b/src/stream/src/task/barrier_manager/managed_state.rs
@@ -234,6 +234,25 @@ impl InflightActorState {
         }
     }
 
+    pub(super) fn sync_barrier(&mut self, barrier: &Barrier) {
+        if let Some(mut subscribers) = self.pending_subscribers.remove(&barrier.epoch.prev) {
+            subscribers.retain(|tx| {
+                tx.send((barrier.epoch.prev, barrier.mutation.clone()))
+                    .is_ok()
+            });
+            if !subscribers.is_empty() {
+                self.pending_subscribers
+                    .entry(barrier.epoch.curr)
+                    .or_default()
+                    .extend(subscribers);
+            }
+        }
+        self.barrier_mutations.insert(
+            barrier.epoch.prev,
+            (barrier.mutation.clone(), barrier.epoch.curr),
+        );
+    }
+
     pub(super) fn issue_barrier(
         &mut self,
         partial_graph_id: PartialGraphId,
@@ -271,13 +290,13 @@ impl InflightActorState {
             .insert(barrier.epoch.prev, partial_graph_id)
             .is_none());
 
-        assert!(self
-            .barrier_mutations
-            .insert(
-                barrier.epoch.prev,
-                (barrier.mutation.clone(), barrier.epoch.curr),
-            )
-            .is_none());
+        if let Some((_, curr_epoch)) = self.barrier_mutations.insert(
+            barrier.epoch.prev,
+            (barrier.mutation.clone(), barrier.epoch.curr),
+        ) {
+            assert_eq!(curr_epoch, barrier.epoch.curr);
+        }
+
         if is_stop {
             assert!(self.pending_subscribers.is_empty());
             assert!(
@@ -416,12 +435,16 @@ impl InflightActorState {
             for (mutation_prev_epoch, (mutation, mutation_curr_epoch)) in
                 self.barrier_mutations.range(start_curr_epoch..)
             {
-                assert_eq!(prev_epoch, *mutation_prev_epoch);
-                if tx.send((prev_epoch, mutation.clone())).is_err() {
-                    // No more subscribe on the mutation. Simply return.
-                    return;
+                if prev_epoch == *mutation_prev_epoch {
+                    if tx.send((prev_epoch, mutation.clone())).is_err() {
+                        // No more subscribe on the mutation. Simply return.
+                        return;
+                    }
+                    prev_epoch = *mutation_curr_epoch;
+                } else {
+                    assert!(prev_epoch < *mutation_prev_epoch);
+                    break;
                 }
-                prev_epoch = *mutation_curr_epoch;
             }
             if !self.status.is_stopping() {
                 // Only add the subscribers when the actor is not stopped yet.
@@ -469,6 +492,7 @@ impl ManagedBarrierState {
         actor_ids_to_collect: HashSet<ActorId>,
         table_ids: HashSet<TableId>,
         partial_graph_id: PartialGraphId,
+        actor_ids_to_pre_sync_barrier: HashSet<ActorId>,
     ) {
         let actor_to_stop = barrier.all_stop_actors();
         let graph_state = self
@@ -499,6 +523,17 @@ impl ManagedBarrierState {
                         .unwrap_or(false),
                 );
         }
+
+        if partial_graph_id.is_global_graph() {
+            for actor_id in actor_ids_to_pre_sync_barrier {
+                self.actor_states
+                    .entry(actor_id)
+                    .or_insert_with(InflightActorState::not_started)
+                    .sync_barrier(barrier);
+            }
+        } else {
+            assert!(actor_ids_to_pre_sync_barrier.is_empty());
+        }
     }
 
     pub(super) fn next_completed_epoch(