diff --git a/hertzbeat-common/src/main/java/org/apache/hertzbeat/common/serialize/RedisMetricsDataCodec.java b/hertzbeat-common/src/main/java/org/apache/hertzbeat/common/serialize/RedisMetricsDataCodec.java
index bf79bf0e578..37c5ff3798c 100644
--- a/hertzbeat-common/src/main/java/org/apache/hertzbeat/common/serialize/RedisMetricsDataCodec.java
+++ b/hertzbeat-common/src/main/java/org/apache/hertzbeat/common/serialize/RedisMetricsDataCodec.java
@@ -19,26 +19,34 @@
 
 import io.lettuce.core.codec.RedisCodec;
 import io.netty.buffer.Unpooled;
-import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
-import java.io.IOException;
-import java.nio.ByteBuffer;
-import java.nio.channels.Channels;
-import java.nio.charset.StandardCharsets;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.arrow.memory.BufferAllocator;
 import org.apache.arrow.memory.RootAllocator;
 import org.apache.arrow.vector.VectorSchemaRoot;
 import org.apache.arrow.vector.ipc.ArrowStreamReader;
 import org.apache.arrow.vector.ipc.ArrowStreamWriter;
-import org.apache.arrow.vector.table.ArrowTable;
 import org.apache.hertzbeat.common.entity.message.CollectRep;
 
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.nio.channels.Channels;
+import java.nio.charset.StandardCharsets;
+import java.util.Arrays;
+
 /**
  * redis metrics data codec
  */
 @Slf4j
 public class RedisMetricsDataCodec implements RedisCodec<String, CollectRep.MetricsData> {
 
+    private final BufferAllocator allocator;
+
+    public RedisMetricsDataCodec() {
+        this.allocator = new RootAllocator();
+    }
+
     @Override
     public String decodeKey(ByteBuffer byteBuffer) {
         return Unpooled.wrappedBuffer(byteBuffer).toString(StandardCharsets.UTF_8);
@@ -46,13 +54,32 @@ public String decodeKey(ByteBuffer byteBuffer) {
 
     @Override
     public CollectRep.MetricsData decodeValue(ByteBuffer byteBuffer) {
-        try (ByteArrayInputStream in = new ByteArrayInputStream(byteBuffer.array());
-             ArrowStreamReader reader = new ArrowStreamReader(Channels.newChannel(in), new RootAllocator())) {
-            VectorSchemaRoot root = reader.getVectorSchemaRoot();
-            reader.loadNextBatch();
-            return new CollectRep.MetricsData(new ArrowTable(root));
-        } catch (IOException e) {
-            throw new RuntimeException("Failed to deserialize Arrow table", e);
+        if (byteBuffer == null || !byteBuffer.hasRemaining()) {
+            return null;
+        }
+        try {
+            byte[] bytes;
+            if (byteBuffer.hasArray()) {
+                bytes = Arrays.copyOfRange(byteBuffer.array(),
+                        byteBuffer.position(), byteBuffer.limit());
+            } else {
+                bytes = new byte[byteBuffer.remaining()];
+                byteBuffer.get(bytes);
+            }
+            try (ByteArrayInputStream in = new ByteArrayInputStream(bytes);
+                 ArrowStreamReader reader = new ArrowStreamReader(
+                         Channels.newChannel(in), allocator)) {
+                reader.loadNextBatch();
+                VectorSchemaRoot root = reader.getVectorSchemaRoot();
+                if (root == null || root.getRowCount() == 0) {
+                    log.warn("Empty data received");
+                    return null;
+                }
+                return new CollectRep.MetricsData(root);
+            }
+        } catch (Exception e) {
+            log.error("Failed to decode metrics data", e);
+            return null;
         }
     }