diff --git a/fluss-client/src/main/resources/META-INF/NOTICE b/fluss-client/src/main/resources/META-INF/NOTICE
index fd48d55f48..71a0064736 100644
--- a/fluss-client/src/main/resources/META-INF/NOTICE
+++ b/fluss-client/src/main/resources/META-INF/NOTICE
@@ -7,9 +7,9 @@ The Apache Software Foundation (http://www.apache.org/).
 This project bundles the following dependencies under the Apache Software License 2.0 (http://www.apache.org/licenses/LICENSE-2.0.txt)
 
 - com.google.code.findbugs:jsr305:1.3.9
-- com.ververica:frocksdbjni:6.20.3-ververica-2.0
 - org.apache.commons:commons-lang3:3.18.0
 - org.apache.commons:commons-math3:3.6.1
+- org.rocksdb:rocksdbjni:10.2.1
 - org.lz4:lz4-java:1.8.0
 
 This project bundles the following dependencies under the MIT (https://opensource.org/licenses/MIT)
diff --git a/fluss-common/pom.xml b/fluss-common/pom.xml
index 181246794b..ef119eebde 100644
--- a/fluss-common/pom.xml
+++ b/fluss-common/pom.xml
@@ -80,8 +80,8 @@
         the rocksdb should be provided as a kv plugin to used by client & server.
          -->
         <dependency>
-            <groupId>com.ververica</groupId>
-            <artifactId>frocksdbjni</artifactId>
+            <groupId>org.rocksdb</groupId>
+            <artifactId>rocksdbjni</artifactId>
         </dependency>
 
         <!-- test dependencies -->
diff --git a/fluss-common/src/main/java/com/alibaba/fluss/rocksdb/RocksIteratorWrapper.java b/fluss-common/src/main/java/com/alibaba/fluss/rocksdb/RocksIteratorWrapper.java
index 56ef668e34..1c046b059e 100644
--- a/fluss-common/src/main/java/com/alibaba/fluss/rocksdb/RocksIteratorWrapper.java
+++ b/fluss-common/src/main/java/com/alibaba/fluss/rocksdb/RocksIteratorWrapper.java
@@ -20,6 +20,7 @@
 import org.rocksdb.RocksDBException;
 import org.rocksdb.RocksIterator;
 import org.rocksdb.RocksIteratorInterface;
+import org.rocksdb.Snapshot;
 
 import javax.annotation.Nonnull;
 
@@ -126,4 +127,10 @@ public byte[] value() {
     public void close() {
         iterator.close();
     }
+
+    @Override
+    public void refresh(Snapshot snapshot) throws RocksDBException {
+        iterator.refresh(snapshot);
+        status();
+    }
 }
diff --git a/fluss-server/src/main/java/com/alibaba/fluss/server/kv/snapshot/RocksIncrementalSnapshot.java b/fluss-server/src/main/java/com/alibaba/fluss/server/kv/snapshot/RocksIncrementalSnapshot.java
index 344249871e..aab646e3d1 100644
--- a/fluss-server/src/main/java/com/alibaba/fluss/server/kv/snapshot/RocksIncrementalSnapshot.java
+++ b/fluss-server/src/main/java/com/alibaba/fluss/server/kv/snapshot/RocksIncrementalSnapshot.java
@@ -58,6 +58,9 @@ public class RocksIncrementalSnapshot implements AutoCloseable {
     /** File suffix of sstable files. */
     public static final String SST_FILE_SUFFIX = ".sst";
 
+    /** File suffix of wal files. */
+    public static final String WAL_FILE_SUFFIX = ".log";
+
     /** RocksDB instance from the backend. */
     @Nonnull protected RocksDB db;
 
@@ -293,7 +296,8 @@ private void createUploadFilePaths(
                     } else {
                         sstFilePaths.add(filePath); // re-upload
                     }
-                } else {
+                } else if (!fileName.endsWith(WAL_FILE_SUFFIX)) {
+                    // the wal files are always empty and should be ignored
                     miscFilePaths.add(filePath);
                 }
             }
diff --git a/fluss-server/src/main/resources/META-INF/NOTICE b/fluss-server/src/main/resources/META-INF/NOTICE
index fb2b8a3157..3eed516215 100644
--- a/fluss-server/src/main/resources/META-INF/NOTICE
+++ b/fluss-server/src/main/resources/META-INF/NOTICE
@@ -9,11 +9,11 @@ This project bundles the following dependencies under the Apache Software Licens
 - com.github.ben-manes.caffeine:caffeine:2.9.3
 - com.google.code.findbugs:jsr305:1.3.9
 - com.google.errorprone:error_prone_annotations:2.10.0
-- com.ververica:frocksdbjni:6.20.3-ververica-2.0
 - commons-cli:commons-cli:1.5.0
 - org.apache.commons:commons-lang3:3.18.0
 - org.apache.commons:commons-math3:3.6.1
 - org.lz4:lz4-java:1.8.0
+- org.rocksdb:rocksdbjni:10.2.1
 - org.xerial.snappy:snappy-java:1.1.10.4
 
 This project bundles the following dependencies under the MIT (https://opensource.org/licenses/MIT)
diff --git a/fluss-server/src/test/java/com/alibaba/fluss/server/kv/rocksdb/RocksDBOperationsUtilsTest.java b/fluss-server/src/test/java/com/alibaba/fluss/server/kv/rocksdb/RocksDBOperationsUtilsTest.java
index c6522751b5..230a9a31e1 100644
--- a/fluss-server/src/test/java/com/alibaba/fluss/server/kv/rocksdb/RocksDBOperationsUtilsTest.java
+++ b/fluss-server/src/test/java/com/alibaba/fluss/server/kv/rocksdb/RocksDBOperationsUtilsTest.java
@@ -21,6 +21,7 @@
 
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.io.TempDir;
+import org.rocksdb.ColumnFamilyDescriptor;
 import org.rocksdb.DBOptions;
 import org.rocksdb.RocksDB;
 import org.rocksdb.RocksDBException;
@@ -48,7 +49,9 @@ void testOpenDBFail(@TempDir Path temporaryFolder) throws Exception {
                                 RocksDB rocks =
                                         RocksDBOperationUtils.openDB(
                                                 rocksDir.getAbsolutePath(),
-                                                Collections.emptyList(),
+                                                Collections.singletonList(
+                                                        new ColumnFamilyDescriptor(
+                                                                RocksDB.DEFAULT_COLUMN_FAMILY)),
                                                 Collections.emptyList(),
                                                 dbOptions,
                                                 false);
diff --git a/pom.xml b/pom.xml
index 188c9cb254..af64238f4a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -101,7 +101,7 @@
         <paimon.version>1.0.1</paimon.version>
 
         <fluss.hadoop.version>2.10.2</fluss.hadoop.version>
-        <frocksdb.version>6.20.3-ververica-2.0</frocksdb.version>
+        <rocksdb.version>10.2.1</rocksdb.version>
         <slf4j.version>1.7.36</slf4j.version>
         <log4j.version>2.17.1</log4j.version>
         <jaxb.api.version>2.3.1</jaxb.api.version>
@@ -342,9 +342,9 @@
             </dependency>
 
             <dependency>
-                <groupId>com.ververica</groupId>
-                <artifactId>frocksdbjni</artifactId>
-                <version>${frocksdb.version}</version>
+                <groupId>org.rocksdb</groupId>
+                <artifactId>rocksdbjni</artifactId>
+                <version>${rocksdb.version}</version>
             </dependency>
 
             <dependency>