diff --git a/.github/workflows/metric-engine-ci.yml b/.github/workflows/metric-engine-ci.yml
new file mode 100644
index 0000000000..db3bf5bddc
--- /dev/null
+++ b/.github/workflows/metric-engine-ci.yml
@@ -0,0 +1,68 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+name: Metric Engine CI
+
+on:
+  merge_group:
+  workflow_dispatch:
+  push:
+    branches:
+      - main
+      - dev
+    paths:
+      - 'horaedb/**'
+  pull_request:
+    paths:
+      - 'horaedb/**'
+
+# Common environment variables
+env:
+  RUSTFLAGS: "-C debuginfo=1"
+  CARGO_TERM_COLOR: always
+  RUST_BACKTRACE: "1"
+  LOCK_FILE: Cargo.lock
+  RUST_VERSION: nightly-2024-01-28
+
+jobs:
+  style-check:
+    name: style-check
+    runs-on: ubuntu-latest
+    timeout-minutes: 60
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+      - run: |
+          rustup set auto-self-update disable
+          rustup toolchain install ${RUST_VERSION} --profile minimal
+      - name: Release Disk Quota
+        run: |
+          sudo make ensure-disk-quota
+      - name: Install check binaries
+        run: |
+          rustup component add clippy
+          rustup component add rustfmt
+          cargo install --git https://github.com/DevinR528/cargo-sort --rev 55ec890 --locked
+      - name: Run Style Check
+        working-directory: horaedb
+        run: |
+          make fmt sort clippy
+      - name: Check lock
+        working-directory: horaedb
+        run: |
+          git diff --exit-code
diff --git a/horaedb/Cargo.lock b/horaedb/Cargo.lock
new file mode 100644
index 0000000000..df1d9e0d23
--- /dev/null
+++ b/horaedb/Cargo.lock
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diff --git a/horaedb/Cargo.toml b/horaedb/Cargo.toml
new file mode 100644
index 0000000000..b304860201
--- /dev/null
+++ b/horaedb/Cargo.toml
@@ -0,0 +1,58 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+[workspace.package]
+version = "2.0.0"
+authors = ["HoraeDB Authors"]
+edition = "2021"
+license = "Apache-2.0"
+
+[workspace]
+resolver = "2"
+members = ["metric_engine", "server"]
+
+[workspace.dependencies]
+anyhow = { version = "1.0" }
+metric_engine = { path = "metric_engine" }
+thiserror = "1"
+datafusion = "41"
+parquet = { version = "53" }
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+itertools = "0.3"
+lazy_static = "1"
+tracing = "0.1"
+tracing-subscriber = "0.3"
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+[profile.release]
+# reference: https://doc.rust-lang.org/rustc/codegen-options/index.html#codegen-units
+codegen-units = 1
+debug = true
+overflow-checks = true
+
+# This profile is used to produce a smaller (no symbols) binary with a little bit poorer performance,
+# but with a faster speed and low memory consumption required by compiling.
+[profile.release-slim]
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+codegen-units = 16
+debug = false
+strip = true
diff --git a/horaedb/Makefile b/horaedb/Makefile
new file mode 100644
index 0000000000..908a8cb872
--- /dev/null
+++ b/horaedb/Makefile
@@ -0,0 +1,28 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+SHELL = /bin/bash
+
+clippy:
+	cargo clippy --all-targets --all-features -- -D warnings \
+	-A dead_code -A unused_variables # Remove these once we have a clean build
+
+sort:
+	cargo sort --workspace --check
+
+fmt:
+	cargo fmt -- --check
diff --git a/horaedb/metric_engine/Cargo.toml b/horaedb/metric_engine/Cargo.toml
new file mode 100644
index 0000000000..a29abb8c6d
--- /dev/null
+++ b/horaedb/metric_engine/Cargo.toml
@@ -0,0 +1,43 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+[package]
+name = "metric_engine"
+
+[package.license]
+workspace = true
+
+[package.version]
+workspace = true
+
+[package.authors]
+workspace = true
+
+[package.edition]
+workspace = true
+
+[dependencies]
+anyhow = { workspace = true }
+arrow = { workspace = true }
+async-trait = { workspace = true }
+datafusion = { workspace = true }
+futures = { workspace = true }
+itertools = { workspace = true }
+lazy_static = { workspace = true }
+object_store = { workspace = true }
+thiserror = { workspace = true }
+tokio = { workspace = true }
diff --git a/horaedb/metric_engine/src/error.rs b/horaedb/metric_engine/src/error.rs
new file mode 100644
index 0000000000..08e720f499
--- /dev/null
+++ b/horaedb/metric_engine/src/error.rs
@@ -0,0 +1,27 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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 thiserror::Error;
+
+#[derive(Error, Debug)]
+#[non_exhaustive]
+pub enum Error {
+    #[error(transparent)]
+    Internal(#[from] anyhow::Error),
+}
+
+pub type Result<T> = std::result::Result<T, Error>;
diff --git a/horaedb/metric_engine/src/lib.rs b/horaedb/metric_engine/src/lib.rs
new file mode 100644
index 0000000000..1a0149dba2
--- /dev/null
+++ b/horaedb/metric_engine/src/lib.rs
@@ -0,0 +1,26 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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.
+
+//! Storage Engine for metrics.
+
+pub mod error;
+mod manifest;
+mod sst;
+pub mod storage;
+pub mod types;
+
+pub use error::{Error, Result};
diff --git a/horaedb/metric_engine/src/manifest.rs b/horaedb/metric_engine/src/manifest.rs
new file mode 100644
index 0000000000..4839126765
--- /dev/null
+++ b/horaedb/metric_engine/src/manifest.rs
@@ -0,0 +1,25 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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.
+
+pub struct Manifest {}
+
+impl Manifest {
+    pub fn new(id: u64) -> Self {
+        // Recover the manifest using the id from storage.
+        Self {}
+    }
+}
diff --git a/horaedb/metric_engine/src/sst.rs b/horaedb/metric_engine/src/sst.rs
new file mode 100644
index 0000000000..37cc8f11d8
--- /dev/null
+++ b/horaedb/metric_engine/src/sst.rs
@@ -0,0 +1,20 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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.
+
+pub struct SSTable {
+    pub id: u64,
+}
diff --git a/horaedb/metric_engine/src/storage.rs b/horaedb/metric_engine/src/storage.rs
new file mode 100644
index 0000000000..1cae2bb9c0
--- /dev/null
+++ b/horaedb/metric_engine/src/storage.rs
@@ -0,0 +1,94 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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 arrow::{array::RecordBatch, datatypes::Schema};
+use async_trait::async_trait;
+use datafusion::logical_expr::Expr;
+
+use crate::{
+    manifest::Manifest,
+    sst::SSTable,
+    types::{ObjectStoreRef, SendableRecordBatchStream, TimeRange},
+    Result,
+};
+
+pub struct WriteRequest {
+    batch: RecordBatch,
+}
+
+pub struct ScanRequest {
+    range: TimeRange,
+    predicate: Expr,
+    /// `None` means all columns.
+    projections: Option<Vec<usize>>,
+}
+
+pub struct CompactRequest {}
+
+/// Time-aware merge storage interface.
+#[async_trait]
+pub trait TimeMergeStorage {
+    fn schema(&self) -> Result<&Schema>;
+
+    async fn write(&self, req: WriteRequest) -> Result<()>;
+
+    /// Implementation shoule ensure that the returned stream is sorted by time,
+    /// from old to latest.
+    async fn scan(&self, req: ScanRequest) -> Result<SendableRecordBatchStream>;
+
+    async fn compact(&self, req: CompactRequest) -> Result<()>;
+}
+
+/// TMStorage implementation using cloud object storage.
+pub struct CloudObjectStorage {
+    name: String,
+    id: u64,
+    store: ObjectStoreRef,
+    sstables: Vec<SSTable>,
+    manifest: Manifest,
+}
+
+impl CloudObjectStorage {
+    pub fn new(name: String, id: u64, store: ObjectStoreRef) -> Self {
+        Self {
+            name,
+            id,
+            store,
+            sstables: Vec::new(),
+            manifest: Manifest::new(id),
+        }
+    }
+}
+
+#[async_trait]
+impl TimeMergeStorage for CloudObjectStorage {
+    fn schema(&self) -> Result<&Schema> {
+        todo!()
+    }
+
+    async fn write(&self, req: WriteRequest) -> Result<()> {
+        todo!()
+    }
+
+    async fn scan(&self, req: ScanRequest) -> Result<SendableRecordBatchStream> {
+        todo!()
+    }
+
+    async fn compact(&self, req: CompactRequest) -> Result<()> {
+        todo!()
+    }
+}
diff --git a/horaedb/metric_engine/src/types.rs b/horaedb/metric_engine/src/types.rs
new file mode 100644
index 0000000000..08d42fcdcb
--- /dev/null
+++ b/horaedb/metric_engine/src/types.rs
@@ -0,0 +1,36 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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::{ops::Range, pin::Pin, sync::Arc};
+
+use arrow::{array::RecordBatch, datatypes::Schema};
+use futures::Stream;
+use object_store::ObjectStore;
+
+use crate::error::Result;
+
+pub type TimeRange = Range<i64>;
+
+pub type ObjectStoreRef = Arc<dyn ObjectStore>;
+
+/// Trait for types that stream [arrow::record_batch::RecordBatch]
+pub trait RecordBatchStream: Stream<Item = Result<RecordBatch>> {
+    fn schema(&self) -> &Schema;
+}
+
+/// Trait for a [`Stream`] of [`RecordBatch`]es
+pub type SendableRecordBatchStream = Pin<Box<dyn RecordBatchStream + Send>>;
diff --git a/horaedb/server/Cargo.toml b/horaedb/server/Cargo.toml
new file mode 100644
index 0000000000..65dbc0bc18
--- /dev/null
+++ b/horaedb/server/Cargo.toml
@@ -0,0 +1,38 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+
+[package]
+name = "horaedb-server"
+
+[package.license]
+workspace = true
+
+[package.version]
+workspace = true
+
+[package.authors]
+workspace = true
+
+[package.edition]
+workspace = true
+
+[dependencies]
+futures = { workspace = true }
+metric_engine = { workspace = true }
+tokio = { workspace = true }
+tracing = { workspace = true }
+tracing-subscriber = { workspace = true }
diff --git a/horaedb/server/src/main.rs b/horaedb/server/src/main.rs
new file mode 100644
index 0000000000..69260e1a8e
--- /dev/null
+++ b/horaedb/server/src/main.rs
@@ -0,0 +1,26 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you 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 tracing::info;
+
+fn main() {
+    // install global collector configured based on RUST_LOG env var.
+    tracing_subscriber::fmt::init();
+
+    let port = 5000;
+    info!(port, "Start horaedb server...");
+}