diff --git a/flink-table/flink-table-api-java/src/main/java/org/apache/flink/table/api/TableConfig.java b/flink-table/flink-table-api-java/src/main/java/org/apache/flink/table/api/TableConfig.java
index accaf7c99cc176..9e2f803b3a0afc 100644
--- a/flink-table/flink-table-api-java/src/main/java/org/apache/flink/table/api/TableConfig.java
+++ b/flink-table/flink-table-api-java/src/main/java/org/apache/flink/table/api/TableConfig.java
@@ -411,34 +411,6 @@ public void setIdleStateRetention(Duration duration) {
         configuration.set(ExecutionConfigOptions.IDLE_STATE_RETENTION, duration);
     }
 
-    /**
-     * NOTE: Currently the concept of min/max idle state retention has been deprecated and only idle
-     * state retention time is supported. The min idle state retention is regarded as idle state
-     * retention and the max idle state retention is derived from idle state retention as 1.5 x idle
-     * state retention.
-     *
-     * @return The minimum time until state which was not updated will be retained.
-     * @deprecated use{@link getIdleStateRetention} instead.
-     */
-    @Deprecated
-    public long getMinIdleStateRetentionTime() {
-        return configuration.get(ExecutionConfigOptions.IDLE_STATE_RETENTION).toMillis();
-    }
-
-    /**
-     * NOTE: Currently the concept of min/max idle state retention has been deprecated and only idle
-     * state retention time is supported. The min idle state retention is regarded as idle state
-     * retention and the max idle state retention is derived from idle state retention as 1.5 x idle
-     * state retention.
-     *
-     * @return The maximum time until state which was not updated will be retained.
-     * @deprecated use{@link getIdleStateRetention} instead.
-     */
-    @Deprecated
-    public long getMaxIdleStateRetentionTime() {
-        return getMinIdleStateRetentionTime() * 3 / 2;
-    }
-
     /**
      * @return The duration until state which was not updated will be retained.
      */
diff --git a/flink-table/flink-table-api-scala-bridge/src/test/scala/org/apache/flink/table/api/bridge/scala/internal/StreamTableEnvironmentImplTest.scala b/flink-table/flink-table-api-scala-bridge/src/test/scala/org/apache/flink/table/api/bridge/scala/internal/StreamTableEnvironmentImplTest.scala
index 6621a32e2afb41..025661f7d93e7a 100644
--- a/flink-table/flink-table-api-scala-bridge/src/test/scala/org/apache/flink/table/api/bridge/scala/internal/StreamTableEnvironmentImplTest.scala
+++ b/flink-table/flink-table-api-scala-bridge/src/test/scala/org/apache/flink/table/api/bridge/scala/internal/StreamTableEnvironmentImplTest.scala
@@ -49,7 +49,8 @@ class StreamTableEnvironmentImplTest {
     tEnv.toDataStream(table)
 
     assertThat(tEnv.getConfig.getIdleStateRetention.toMillis).isEqualTo(retention.toMillis)
-    assertThat(tEnv.getConfig.getIdleStateRetention.toMillis * 3 / 2).isEqualTo(retention.toMillis * 3 / 2)
+    assertThat(tEnv.getConfig.getIdleStateRetention.toMillis * 3 / 2)
+      .isEqualTo(retention.toMillis * 3 / 2)
   }
 
   @Test
@@ -64,7 +65,8 @@ class StreamTableEnvironmentImplTest {
     tEnv.toRetractStream[Row](table)
 
     assertThat(tEnv.getConfig.getIdleStateRetention.toMillis).isEqualTo(retention.toMillis)
-    assertThat(tEnv.getConfig.getIdleStateRetention.toMillis * 3 / 2).isEqualTo(retention.toMillis * 3 / 2)
+    assertThat(tEnv.getConfig.getIdleStateRetention.toMillis * 3 / 2)
+      .isEqualTo(retention.toMillis * 3 / 2)
   }
 
   private def getStreamTableEnvironment(
diff --git a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecOverAggregate.java b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecOverAggregate.java
index 1ec65c852e3708..b575530dc10daa 100644
--- a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecOverAggregate.java
+++ b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecOverAggregate.java
@@ -45,7 +45,6 @@
 import org.apache.flink.table.planner.plan.utils.KeySelectorUtil;
 import org.apache.flink.table.planner.plan.utils.OverAggregateUtil;
 import org.apache.flink.table.planner.utils.JavaScalaConversionUtil;
-import org.apache.flink.table.planner.utils.TableConfigUtils;
 import org.apache.flink.table.runtime.generated.GeneratedAggsHandleFunction;
 import org.apache.flink.table.runtime.keyselector.RowDataKeySelector;
 import org.apache.flink.table.runtime.operators.over.ProcTimeRangeBoundedPrecedingFunction;
@@ -320,7 +319,7 @@ private KeyedProcessFunction<RowData, RowData, RowData> createUnboundedOverProce
                 // ROWS unbounded over process function
                 return new RowTimeRowsUnboundedPrecedingFunction<>(
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         genAggsHandler,
                         flattenAccTypes,
                         fieldTypes,
@@ -329,7 +328,7 @@ private KeyedProcessFunction<RowData, RowData, RowData> createUnboundedOverProce
                 // RANGE unbounded over process function
                 return new RowTimeRangeUnboundedPrecedingFunction<>(
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         genAggsHandler,
                         flattenAccTypes,
                         fieldTypes,
@@ -407,7 +406,7 @@ private KeyedProcessFunction<RowData, RowData, RowData> createBoundedOverProcess
             if (isRowsClause) {
                 return new RowTimeRowsBoundedPrecedingFunction<>(
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         genAggsHandler,
                         flattenAccTypes,
                         fieldTypes,
@@ -421,7 +420,7 @@ private KeyedProcessFunction<RowData, RowData, RowData> createBoundedOverProcess
             if (isRowsClause) {
                 return new ProcTimeRowsBoundedPrecedingFunction<>(
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         genAggsHandler,
                         flattenAccTypes,
                         fieldTypes,
diff --git a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupAggregate.java b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupAggregate.java
index d3b66c4d2ff646..c646540a63fdbf 100644
--- a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupAggregate.java
+++ b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupAggregate.java
@@ -42,7 +42,6 @@
 import org.apache.flink.table.planner.plan.utils.AggregateUtil;
 import org.apache.flink.table.planner.plan.utils.KeySelectorUtil;
 import org.apache.flink.table.planner.utils.JavaScalaConversionUtil;
-import org.apache.flink.table.planner.utils.TableConfigUtils;
 import org.apache.flink.table.runtime.dataview.DataViewSpec;
 import org.apache.flink.table.runtime.keyselector.RowDataKeySelector;
 import org.apache.flink.table.runtime.typeutils.InternalTypeInfo;
@@ -186,7 +185,7 @@ protected Transformation<RowData> translateToPlanInternal(
                         pythonFunctionInfos,
                         dataViewSpecs,
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         inputCountIndex,
                         countStarInserted);
         // partitioned aggregation
diff --git a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupTableAggregate.java b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupTableAggregate.java
index 1f425f1d1c39b2..810e96e8e3cb19 100644
--- a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupTableAggregate.java
+++ b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonGroupTableAggregate.java
@@ -42,7 +42,6 @@
 import org.apache.flink.table.planner.plan.utils.AggregateUtil;
 import org.apache.flink.table.planner.plan.utils.KeySelectorUtil;
 import org.apache.flink.table.planner.utils.JavaScalaConversionUtil;
-import org.apache.flink.table.planner.utils.TableConfigUtils;
 import org.apache.flink.table.runtime.dataview.DataViewSpec;
 import org.apache.flink.table.runtime.keyselector.RowDataKeySelector;
 import org.apache.flink.table.runtime.typeutils.InternalTypeInfo;
@@ -142,7 +141,7 @@ protected Transformation<RowData> translateToPlanInternal(
                         pythonFunctionInfos,
                         dataViewSpecs,
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         generateUpdateBefore,
                         inputCountIndex);
 
diff --git a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonOverAggregate.java b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonOverAggregate.java
index d9e9e55dad84da..7a8db503e3bf96 100644
--- a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonOverAggregate.java
+++ b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecPythonOverAggregate.java
@@ -46,7 +46,6 @@
 import org.apache.flink.table.planner.plan.nodes.exec.utils.ExecNodeUtil;
 import org.apache.flink.table.planner.plan.utils.KeySelectorUtil;
 import org.apache.flink.table.planner.plan.utils.OverAggregateUtil;
-import org.apache.flink.table.planner.utils.TableConfigUtils;
 import org.apache.flink.table.runtime.generated.GeneratedProjection;
 import org.apache.flink.table.runtime.keyselector.RowDataKeySelector;
 import org.apache.flink.table.runtime.typeutils.InternalTypeInfo;
@@ -209,7 +208,7 @@ protected Transformation<RowData> translateToPlanInternal(
                         precedingOffset,
                         group.isRows(),
                         config.getStateRetentionTime(),
-                        TableConfigUtils.getMaxIdleStateRetentionTime(config),
+                        config.getStateRetentionTime() * 3 / 2,
                         pythonConfig,
                         config,
                         planner.getFlinkContext().getClassLoader());
diff --git a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecTemporalJoin.java b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecTemporalJoin.java
index eb6f68a2170903..e81f20001dad82 100644
--- a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecTemporalJoin.java
+++ b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/plan/nodes/exec/stream/StreamExecTemporalJoin.java
@@ -44,7 +44,6 @@
 import org.apache.flink.table.planner.plan.utils.JoinUtil;
 import org.apache.flink.table.planner.plan.utils.KeySelectorUtil;
 import org.apache.flink.table.planner.utils.JavaScalaConversionUtil;
-import org.apache.flink.table.planner.utils.TableConfigUtils;
 import org.apache.flink.table.runtime.generated.GeneratedJoinCondition;
 import org.apache.flink.table.runtime.keyselector.RowDataKeySelector;
 import org.apache.flink.table.runtime.operators.join.FlinkJoinType;
@@ -263,7 +262,7 @@ private TwoInputStreamOperator<RowData, RowData, RowData> createJoinOperator(
 
         boolean isLeftOuterJoin = joinSpec.getJoinType() == FlinkJoinType.LEFT;
         long minRetentionTime = config.getStateRetentionTime();
-        long maxRetentionTime = TableConfigUtils.getMaxIdleStateRetentionTime(config);
+        long maxRetentionTime = config.getStateRetentionTime() * 3 / 2;
         if (rightTimeAttributeIndex >= 0) {
             return new TemporalRowTimeJoinOperator(
                     InternalTypeInfo.of(leftInputType),
diff --git a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/utils/TableConfigUtils.java b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/utils/TableConfigUtils.java
index 59d00097ed9ec7..ceaa43c1c4a8d2 100644
--- a/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/utils/TableConfigUtils.java
+++ b/flink-table/flink-table-planner/src/main/java/org/apache/flink/table/planner/utils/TableConfigUtils.java
@@ -21,7 +21,6 @@
 import org.apache.flink.configuration.ReadableConfig;
 import org.apache.flink.table.api.TableConfig;
 import org.apache.flink.table.api.config.AggregatePhaseStrategy;
-import org.apache.flink.table.api.config.ExecutionConfigOptions;
 import org.apache.flink.table.api.config.TableConfigOptions;
 import org.apache.flink.table.planner.calcite.CalciteConfig;
 import org.apache.flink.table.planner.calcite.CalciteConfig$;
@@ -105,16 +104,6 @@ public static ZoneId getLocalTimeZone(ReadableConfig tableConfig) {
         return ZoneId.of(zone);
     }
 
-    /**
-     * Similar to {@link TableConfig#getMaxIdleStateRetentionTime()}.
-     *
-     * @see TableConfig#getMaxIdleStateRetentionTime()
-     */
-    @Deprecated
-    public static long getMaxIdleStateRetentionTime(ReadableConfig tableConfig) {
-        return tableConfig.get(ExecutionConfigOptions.IDLE_STATE_RETENTION).toMillis() * 3 / 2;
-    }
-
     // Make sure that we cannot instantiate this class
     private TableConfigUtils() {}
 }