diff --git a/hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/utils/Pipelines.java b/hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/utils/Pipelines.java
index 43d476cf2aa8..87a6551986d4 100644
--- a/hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/utils/Pipelines.java
+++ b/hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/utils/Pipelines.java
@@ -18,6 +18,7 @@
 
 package org.apache.hudi.sink.utils;
 
+import org.apache.hudi.common.model.ClusteringOperation;
 import org.apache.hudi.common.model.HoodieKey;
 import org.apache.hudi.common.model.HoodieRecord;
 import org.apache.hudi.configuration.FlinkOptions;
@@ -65,6 +66,7 @@
 
 import java.util.HashMap;
 import java.util.Map;
+import java.util.stream.Collectors;
 
 /**
  * Utilities to generate all kinds of sub-pipelines.
@@ -357,7 +359,7 @@ public static DataStream<Object> hoodieStreamWrite(Configuration conf, int defau
    *
    * <pre>
    *                                           /=== | task1 | ===\
-   *      | plan generation | ===> re-balance                      | commit |
+   *      | plan generation | ===> hash                           | commit |
    *                                           \=== | task2 | ===/
    *
    *      Note: both the compaction plan generation task and commission task are singleton.
@@ -372,7 +374,7 @@ public static DataStreamSink<CompactionCommitEvent> compact(Configuration conf,
             TypeInformation.of(CompactionPlanEvent.class),
             new CompactionPlanOperator(conf))
         .setParallelism(1) // plan generate must be singleton
-        .rebalance()
+        .keyBy(plan -> plan.getOperation().getFileGroupId().getFileId())
         .transform("compact_task",
             TypeInformation.of(CompactionCommitEvent.class),
             new ProcessOperator<>(new CompactFunction(conf)))
@@ -392,7 +394,7 @@ public static DataStreamSink<CompactionCommitEvent> compact(Configuration conf,
    *
    * <pre>
    *                                           /=== | task1 | ===\
-   *      | plan generation | ===> re-balance                      | commit |
+   *      | plan generation | ===> hash                           | commit |
    *                                           \=== | task2 | ===/
    *
    *      Note: both the clustering plan generation task and commission task are singleton.
@@ -408,7 +410,9 @@ public static DataStreamSink<ClusteringCommitEvent> cluster(Configuration conf,
             TypeInformation.of(ClusteringPlanEvent.class),
             new ClusteringPlanOperator(conf))
         .setParallelism(1) // plan generate must be singleton
-        .rebalance()
+        .keyBy(plan -> plan.getClusteringGroupInfo().getOperations()
+          .stream().map(ClusteringOperation::getFileId)
+          .collect(Collectors.joining()))
         .transform("clustering_task",
             TypeInformation.of(ClusteringCommitEvent.class),
             new ClusteringOperator(conf, rowType))