diff --git a/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/assigners/MySqlSnapshotSplitAssigner.java b/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/assigners/MySqlSnapshotSplitAssigner.java
index dff21c6773..ff8cd2e1a9 100644
--- a/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/assigners/MySqlSnapshotSplitAssigner.java
+++ b/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/assigners/MySqlSnapshotSplitAssigner.java
@@ -43,13 +43,14 @@
 
 import java.util.ArrayList;
 import java.util.Collection;
-import java.util.Comparator;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.Iterator;
+import java.util.LinkedHashMap;
 import java.util.LinkedList;
 import java.util.List;
 import java.util.Map;
+import java.util.Map.Entry;
 import java.util.Optional;
 import java.util.Set;
 import java.util.concurrent.CopyOnWriteArrayList;
@@ -106,7 +107,7 @@ public MySqlSnapshotSplitAssigner(
                 currentParallelism,
                 new ArrayList<>(),
                 new ArrayList<>(),
-                new HashMap<>(),
+                new LinkedHashMap<>(),
                 new HashMap<>(),
                 new HashMap<>(),
                 AssignerStatus.INITIAL_ASSIGNING,
@@ -152,7 +153,17 @@ private MySqlSnapshotSplitAssigner(
         this.currentParallelism = currentParallelism;
         this.alreadyProcessedTables = alreadyProcessedTables;
         this.remainingSplits = new CopyOnWriteArrayList<>(remainingSplits);
-        this.assignedSplits = assignedSplits;
+        // When job restore from savepoint, sort the existing tables and newly added tables
+        // to let enumerator only send newly added tables' BinlogSplitMetaEvent
+        this.assignedSplits =
+                assignedSplits.entrySet().stream()
+                        .sorted(Entry.comparingByKey())
+                        .collect(
+                                Collectors.toMap(
+                                        Entry::getKey,
+                                        Entry::getValue,
+                                        (o, o2) -> o,
+                                        LinkedHashMap::new));
         this.tableSchemas = tableSchemas;
         this.splitFinishedOffsets = splitFinishedOffsets;
         this.assignerStatus = assignerStatus;
@@ -232,7 +243,7 @@ private void captureNewlyAddedTables() {
 
                     // remove unassigned tables/splits if it does not satisfy new table filter
                     List<String> splitsToRemove = new LinkedList<>();
-                    for (Map.Entry<String, MySqlSchemalessSnapshotSplit> splitEntry :
+                    for (Entry<String, MySqlSchemalessSnapshotSplit> splitEntry :
                             assignedSplits.entrySet()) {
                         if (tablesToRemove.contains(splitEntry.getValue().getTableId())) {
                             splitsToRemove.add(splitEntry.getKey());
@@ -367,9 +378,7 @@ public List<FinishedSnapshotSplitInfo> getFinishedSplitInfos() {
                     "The assigner is not ready to offer finished split information, this should not be called");
         }
         final List<MySqlSchemalessSnapshotSplit> assignedSnapshotSplit =
-                assignedSplits.values().stream()
-                        .sorted(Comparator.comparing(MySqlSplit::splitId))
-                        .collect(Collectors.toList());
+                new ArrayList<>(assignedSplits.values());
         List<FinishedSnapshotSplitInfo> finishedSnapshotSplitInfos = new ArrayList<>();
         for (MySqlSchemalessSnapshotSplit split : assignedSnapshotSplit) {
             BinlogOffset binlogOffset = splitFinishedOffsets.get(split.splitId());
diff --git a/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/reader/MySqlSourceReader.java b/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/reader/MySqlSourceReader.java
index 8a36d8a595..9055848b49 100644
--- a/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/reader/MySqlSourceReader.java
+++ b/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/source/reader/MySqlSourceReader.java
@@ -471,20 +471,24 @@ private MySqlBinlogSplit discoverTableSchemasForBinlogSplit(
 
     private Set<String> getExistedSplitsOfLastGroup(
             List<FinishedSnapshotSplitInfo> finishedSnapshotSplits, int metaGroupSize) {
-        Set<String> existedSplitsOfLastGroup = new HashSet<>();
         int splitsNumOfLastGroup =
                 finishedSnapshotSplits.size() % sourceConfig.getSplitMetaGroupSize();
         if (splitsNumOfLastGroup != 0) {
             int lastGroupStart =
                     ((int) (finishedSnapshotSplits.size() / sourceConfig.getSplitMetaGroupSize()))
                             * metaGroupSize;
-            existedSplitsOfLastGroup =
-                    finishedSnapshotSplits
-                            .subList(lastGroupStart, lastGroupStart + splitsNumOfLastGroup).stream()
+            // Keep same order with MySqlHybridSplitAssigner.createBinlogSplit() to avoid
+            // 'invalid request meta group id' error
+            List<String> sortedFinishedSnapshotSplits =
+                    finishedSnapshotSplits.stream()
                             .map(FinishedSnapshotSplitInfo::getSplitId)
-                            .collect(Collectors.toSet());
+                            .sorted()
+                            .collect(Collectors.toList());
+            return new HashSet<>(
+                    sortedFinishedSnapshotSplits.subList(
+                            lastGroupStart, lastGroupStart + splitsNumOfLastGroup));
         }
-        return existedSplitsOfLastGroup;
+        return new HashSet<>();
     }
 
     private void logCurrentBinlogOffsets(List<MySqlSplit> splits, long checkpointId) {