diff --git a/iotdb-core/confignode/src/main/java/org/apache/iotdb/confignode/procedure/impl/partition/DataPartitionTableIntegrityCheckProcedure.java b/iotdb-core/confignode/src/main/java/org/apache/iotdb/confignode/procedure/impl/partition/DataPartitionTableIntegrityCheckProcedure.java
index 0ff1ec91acdb..5f67355b0cbc 100644
--- a/iotdb-core/confignode/src/main/java/org/apache/iotdb/confignode/procedure/impl/partition/DataPartitionTableIntegrityCheckProcedure.java
+++ b/iotdb-core/confignode/src/main/java/org/apache/iotdb/confignode/procedure/impl/partition/DataPartitionTableIntegrityCheckProcedure.java
@@ -90,6 +90,9 @@ public class DataPartitionTableIntegrityCheckProcedure
   // how long to check all datanode are alive, the unit is ms
   private static final long CHECK_ALL_DATANODE_IS_ALIVE_INTERVAL = 10000;
 
+  // how long to roll back the next state, the unit is ms
+  private static final long ROLL_BACK_NEXT_STATE_INTERVAL = 60000;
+
   NodeManager dataNodeManager;
   private List<TDataNodeConfiguration> allDataNodes = new ArrayList<>();
 
@@ -276,7 +279,8 @@ private Flow collectEarliestTimeslots() {
     }
 
     if (failedDataNodes.size() == allDataNodes.size()) {
-      setNextState(DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
+      delayRollbackNextState(
+          DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
     } else {
       setNextState(DataPartitionTableIntegrityCheckProcedureState.ANALYZE_MISSING_PARTITIONS);
     }
@@ -439,7 +443,8 @@ private Flow requestPartitionTables() {
     }
 
     if (failedDataNodes.size() == allDataNodes.size()) {
-      setNextState(DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
+      delayRollbackNextState(
+          DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
       return Flow.HAS_MORE_STATE;
     }
 
@@ -524,7 +529,8 @@ private Flow requestPartitionTablesHeartBeat() {
     // Don't find any one data partition table generation task on all registered DataNodes, go back
     // to the REQUEST_PARTITION_TABLES step and re-execute
     if (failedDataNodes.size() == allDataNodes.size()) {
-      setNextState(DataPartitionTableIntegrityCheckProcedureState.REQUEST_PARTITION_TABLES);
+      delayRollbackNextState(
+          DataPartitionTableIntegrityCheckProcedureState.REQUEST_PARTITION_TABLES);
       return Flow.HAS_MORE_STATE;
     }
 
@@ -554,7 +560,8 @@ private Flow mergePartitionTables(final ConfigNodeProcedureEnv env) {
     if (dataPartitionTables.isEmpty()) {
       LOG.error(
           "[DataPartitionIntegrity] No DataPartitionTables to merge, dataPartitionTables is empty");
-      setNextState(DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
+      delayRollbackNextState(
+          DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
       return Flow.HAS_MORE_STATE;
     }
 
@@ -675,7 +682,8 @@ private Flow getFlow() {
     if (!failedDataNodes.isEmpty()) {
       allDataNodes.removeAll(failedDataNodes);
       skipDataNodes = new HashSet<>(allDataNodes);
-      setNextState(DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
+      delayRollbackNextState(
+          DataPartitionTableIntegrityCheckProcedureState.COLLECT_EARLIEST_TIMESLOTS);
       return Flow.HAS_MORE_STATE;
     } else {
       skipDataNodes.clear();
@@ -683,6 +691,16 @@ private Flow getFlow() {
     }
   }
 
+  /** Delay to jump to next state, avoid write raft logs frequently when exception occur */
+  private void delayRollbackNextState(DataPartitionTableIntegrityCheckProcedureState state) {
+    sleep(
+        ROLL_BACK_NEXT_STATE_INTERVAL,
+        String.format(
+            "[DataPartitionIntegrity] Error waiting for roll back the %s state due to thread interruption.",
+            state));
+    setNextState(state);
+  }
+
   @Override
   public void serialize(final DataOutputStream stream) throws IOException {
     super.serialize(stream);
diff --git a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/protocol/thrift/impl/DataNodeInternalRPCServiceImpl.java b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/protocol/thrift/impl/DataNodeInternalRPCServiceImpl.java
index e2bfe4f6ad9c..3aa7aad7e4fe 100644
--- a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/protocol/thrift/impl/DataNodeInternalRPCServiceImpl.java
+++ b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/protocol/thrift/impl/DataNodeInternalRPCServiceImpl.java
@@ -3377,6 +3377,9 @@ private void processDataRegionForEarliestTimeslots(Map<String, Long> earliestTim
                 }
 
                 Set<Long> timePartitionIds = tsFileManager.getTimePartitions();
+                if (timePartitionIds.isEmpty()) {
+                  return;
+                }
                 final long earliestTimeSlotId = Collections.min(timePartitionIds);
                 earliestTimeslots.compute(
                     databaseName,