diff --git a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/HiveSyncConfig.java b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/HiveSyncConfig.java
index 6123f64cd59f3..0d490c4ab14a1 100644
--- a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/HiveSyncConfig.java
+++ b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/HiveSyncConfig.java
@@ -20,6 +20,7 @@
 
 import org.apache.hudi.common.config.ConfigProperty;
 import org.apache.hudi.common.config.TypedProperties;
+import org.apache.hudi.common.util.ValidationUtils;
 import org.apache.hudi.sync.common.HoodieSyncConfig;
 
 import com.beust.jcommander.Parameter;
@@ -69,6 +70,7 @@ public static String getBucketSpec(String bucketCols, int bucketNum) {
 
   public HiveSyncConfig(Properties props) {
     super(props);
+    validateParameters();
   }
 
   public HiveSyncConfig(Properties props, Configuration hadoopConf) {
@@ -78,6 +80,7 @@ public HiveSyncConfig(Properties props, Configuration hadoopConf) {
     // HiveConf needs to load fs conf to allow instantiation via AWSGlueClientFactory
     hiveConf.addResource(getHadoopFileSystem().getConf());
     setHadoopConf(hiveConf);
+    validateParameters();
   }
 
   public HiveConf getHiveConf() {
@@ -171,4 +174,8 @@ public TypedProperties toProps() {
       return props;
     }
   }
+
+  public void validateParameters() {
+    ValidationUtils.checkArgument(getIntOrDefault(HIVE_BATCH_SYNC_PARTITION_NUM) > 0, "batch-sync-num for sync hive table must be greater than 0, pls check your parameter");
+  }
 }
diff --git a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/HMSDDLExecutor.java b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/HMSDDLExecutor.java
index adb8ce988d320..c14536a27743b 100644
--- a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/HMSDDLExecutor.java
+++ b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/HMSDDLExecutor.java
@@ -20,6 +20,7 @@
 
 import org.apache.hudi.common.fs.FSUtils;
 import org.apache.hudi.common.fs.StorageSchemes;
+import org.apache.hudi.common.util.CollectionUtils;
 import org.apache.hudi.common.util.collection.Pair;
 import org.apache.hudi.hive.HiveSyncConfig;
 import org.apache.hudi.hive.HoodieHiveSyncException;
@@ -47,12 +48,14 @@
 import org.apache.parquet.schema.MessageType;
 import org.apache.thrift.TException;
 
+import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
 
+import static org.apache.hudi.hive.HiveSyncConfigHolder.HIVE_BATCH_SYNC_PARTITION_NUM;
 import static org.apache.hudi.hive.HiveSyncConfigHolder.HIVE_CREATE_MANAGED_TABLE;
 import static org.apache.hudi.hive.HiveSyncConfigHolder.HIVE_SUPPORT_TIMESTAMP_TYPE;
 import static org.apache.hudi.sync.common.HoodieSyncConfig.META_SYNC_BASE_PATH;
@@ -192,18 +195,23 @@ public void addPartitionsToTable(String tableName, List<String> partitionsToAdd)
     LOG.info("Adding partitions " + partitionsToAdd.size() + " to table " + tableName);
     try {
       StorageDescriptor sd = client.getTable(databaseName, tableName).getSd();
-      List<Partition> partitionList = partitionsToAdd.stream().map(partition -> {
-        StorageDescriptor partitionSd = new StorageDescriptor();
-        partitionSd.setCols(sd.getCols());
-        partitionSd.setInputFormat(sd.getInputFormat());
-        partitionSd.setOutputFormat(sd.getOutputFormat());
-        partitionSd.setSerdeInfo(sd.getSerdeInfo());
-        String fullPartitionPath = FSUtils.getPartitionPath(syncConfig.getString(META_SYNC_BASE_PATH), partition).toString();
-        List<String> partitionValues = partitionValueExtractor.extractPartitionValuesInPath(partition);
-        partitionSd.setLocation(fullPartitionPath);
-        return new Partition(partitionValues, databaseName, tableName, 0, 0, partitionSd, null);
-      }).collect(Collectors.toList());
-      client.add_partitions(partitionList, true, false);
+      int batchSyncPartitionNum = syncConfig.getIntOrDefault(HIVE_BATCH_SYNC_PARTITION_NUM);
+      for (List<String> batch : CollectionUtils.batches(partitionsToAdd, batchSyncPartitionNum)) {
+        List<Partition> partitionList = new ArrayList<>();
+        batch.forEach(x -> {
+          StorageDescriptor partitionSd = new StorageDescriptor();
+          partitionSd.setCols(sd.getCols());
+          partitionSd.setInputFormat(sd.getInputFormat());
+          partitionSd.setOutputFormat(sd.getOutputFormat());
+          partitionSd.setSerdeInfo(sd.getSerdeInfo());
+          String fullPartitionPath = FSUtils.getPartitionPath(syncConfig.getString(META_SYNC_BASE_PATH), x).toString();
+          List<String> partitionValues = partitionValueExtractor.extractPartitionValuesInPath(x);
+          partitionSd.setLocation(fullPartitionPath);
+          partitionList.add(new Partition(partitionValues, databaseName, tableName, 0, 0, partitionSd, null));
+        });
+        client.add_partitions(partitionList, true, false);
+        LOG.info("HMSDDLExecutor add a batch partitions done: " + partitionList.size());
+      }
     } catch (TException e) {
       LOG.error(databaseName + "." + tableName + " add partition failed", e);
       throw new HoodieHiveSyncException(databaseName + "." + tableName + " add partition failed", e);
diff --git a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/JDBCExecutor.java b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/JDBCExecutor.java
index 2673e46a9f745..30d0843bf5e0b 100644
--- a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/JDBCExecutor.java
+++ b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/JDBCExecutor.java
@@ -160,9 +160,6 @@ public void dropPartitionsToTable(String tableName, List<String> partitionsToDro
   }
 
   private List<String> constructDropPartitions(String tableName, List<String> partitions) {
-    if (config.getIntOrDefault(HIVE_BATCH_SYNC_PARTITION_NUM) <= 0) {
-      throw new HoodieHiveSyncException("batch-sync-num for sync hive table must be greater than 0, pls check your parameter");
-    }
     List<String> result = new ArrayList<>();
     int batchSyncPartitionNum = config.getIntOrDefault(HIVE_BATCH_SYNC_PARTITION_NUM);
     StringBuilder alterSQL = getAlterTableDropPrefix(tableName);
diff --git a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/QueryBasedDDLExecutor.java b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/QueryBasedDDLExecutor.java
index ea39dba7d0cd0..6f0d8e51d351f 100644
--- a/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/QueryBasedDDLExecutor.java
+++ b/hudi-sync/hudi-hive-sync/src/main/java/org/apache/hudi/hive/ddl/QueryBasedDDLExecutor.java
@@ -156,9 +156,6 @@ public void updateTableComments(String tableName, Map<String, Pair<String, Strin
   }
 
   private List<String> constructAddPartitions(String tableName, List<String> partitions) {
-    if (config.getIntOrDefault(HIVE_BATCH_SYNC_PARTITION_NUM) <= 0) {
-      throw new HoodieHiveSyncException("batch-sync-num for sync hive table must be greater than 0, pls check your parameter");
-    }
     List<String> result = new ArrayList<>();
     int batchSyncPartitionNum = config.getIntOrDefault(HIVE_BATCH_SYNC_PARTITION_NUM);
     StringBuilder alterSQL = getAlterTablePrefix(tableName);