diff --git a/common/src/main/java/org/apache/uniffle/common/audit/RpcAuditContext.java b/common/src/main/java/org/apache/uniffle/common/audit/RpcAuditContext.java
index fbe85efd0b..f27fc5ae22 100644
--- a/common/src/main/java/org/apache/uniffle/common/audit/RpcAuditContext.java
+++ b/common/src/main/java/org/apache/uniffle/common/audit/RpcAuditContext.java
@@ -18,6 +18,7 @@
 package org.apache.uniffle.common.audit;
 
 import java.io.Closeable;
+import java.util.Optional;
 
 import org.slf4j.Logger;
 
@@ -25,17 +26,25 @@
 
 /** Context for rpc audit logging. */
 public abstract class RpcAuditContext implements Closeable {
+  private static final ThreadLocal<RpcAuditContext> RPC_AUDIT_CONTEXT_THREAD_LOCAL =
+      new ThreadLocal<>();
   private final Logger log;
   private String command;
   private String statusCode;
   private String args;
   private String returnValue;
+  private String context;
   private String from;
   private long creationTimeNs;
   protected long executionTimeNs;
 
   public RpcAuditContext(Logger log) {
     this.log = log;
+    RPC_AUDIT_CONTEXT_THREAD_LOCAL.set(this);
+  }
+
+  public static final Optional<RpcAuditContext> getRpcAuditContext() {
+    return Optional.ofNullable(RPC_AUDIT_CONTEXT_THREAD_LOCAL.get());
   }
 
   protected abstract String content();
@@ -78,6 +87,21 @@ public RpcAuditContext withStatusCode(StatusCode statusCode) {
     return this;
   }
 
+  /**
+   * Sets context field, context can be concat by invoke multiply time.
+   *
+   * @param contextPart the new context part
+   * @return this {@link RpcAuditContext} instance
+   */
+  public RpcAuditContext withContext(String contextPart) {
+    if (context == null) {
+      context = contextPart;
+    } else {
+      this.context += ", " + contextPart;
+    }
+    return this;
+  }
+
   /**
    * Sets status code field.
    *
@@ -140,6 +164,9 @@ public String toString() {
     if (returnValue != null) {
       line += String.format("\treturn{%s}", returnValue);
     }
+    if (context != null) {
+      line += String.format("\tcontext{%s}", context);
+    }
     return line;
   }
 }
diff --git a/server/src/main/java/org/apache/uniffle/server/ShuffleServerGrpcService.java b/server/src/main/java/org/apache/uniffle/server/ShuffleServerGrpcService.java
index 5cce3a3a8b..23e19a48b8 100644
--- a/server/src/main/java/org/apache/uniffle/server/ShuffleServerGrpcService.java
+++ b/server/src/main/java/org/apache/uniffle/server/ShuffleServerGrpcService.java
@@ -806,6 +806,8 @@ public void reportShuffleResult(
               appId,
               shuffleId);
         }
+        auditContext.withContext("updatedBlockCount=" + updatedBlockCount);
+        auditContext.withContext("expectedBlockCount=" + expectedBlockCount);
       } catch (Exception e) {
         status = StatusCode.INTERNAL_ERROR;
         msg = "error happened when report shuffle result, check shuffle server for detail";
@@ -878,6 +880,7 @@ public void getShuffleResult(
       }
 
       auditContext.withStatusCode(status);
+      auditContext.withReturnValue("serializedBlockIdsBytes=" + serializedBlockIdsBytes.size());
       reply =
           GetShuffleResultResponse.newBuilder()
               .setStatus(status.toProto())
@@ -906,7 +909,7 @@ public void getShuffleResultForMultiPart(
 
       auditContext.withAppId(appId).withShuffleId(shuffleId);
       auditContext.withArgs(
-          "partitionsListSize=" + partitionsList.size() + ", blockIdLayout=" + blockIdLayout);
+          "partitionsList=" + partitionsList + ", blockIdLayout=" + blockIdLayout);
 
       StatusCode status = verifyRequest(appId);
       if (status != StatusCode.SUCCESS) {
@@ -947,6 +950,7 @@ public void getShuffleResultForMultiPart(
         LOG.error("Error happened when get shuffle result for {}", requestInfo, e);
       }
 
+      auditContext.withReturnValue("serializedBlockIdsBytes=" + serializedBlockIdsBytes.size());
       auditContext.withStatusCode(status);
       reply =
           GetShuffleResultForMultiPartResponse.newBuilder()
diff --git a/server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java b/server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java
index 226682e638..e3280dd06f 100644
--- a/server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java
+++ b/server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java
@@ -58,6 +58,7 @@
 import org.apache.uniffle.common.ShuffleIndexResult;
 import org.apache.uniffle.common.ShufflePartitionedBlock;
 import org.apache.uniffle.common.ShufflePartitionedData;
+import org.apache.uniffle.common.audit.RpcAuditContext;
 import org.apache.uniffle.common.config.RssBaseConf;
 import org.apache.uniffle.common.exception.FileNotFoundException;
 import org.apache.uniffle.common.exception.InvalidRequestException;
@@ -641,9 +642,20 @@ public byte[] getFinishedBlockIds(
     Roaring64NavigableMap res = Roaring64NavigableMap.bitmapOf();
     for (Map.Entry<Integer, Set<Integer>> entry : bitmapIndexToPartitions.entrySet()) {
       Set<Integer> requestPartitions = entry.getValue();
-      Roaring64NavigableMap bitmap = blockIds[entry.getKey()];
+      int bitmapIndex = entry.getKey();
+      Roaring64NavigableMap bitmap = blockIds[bitmapIndex];
       getBlockIdsByPartitionId(requestPartitions, bitmap, res, blockIdLayout);
+      RpcAuditContext.getRpcAuditContext()
+          .ifPresent(
+              context ->
+                  context.withContext(
+                      String.format(
+                          "bitmap[%d].<size,byte>=<%d,%d>",
+                          bitmapIndex, bitmap.getLongCardinality(), bitmap.getLongSizeInBytes())));
     }
+    RpcAuditContext.getRpcAuditContext()
+        .ifPresent(
+            context -> context.withContext("partitionBlockCount=" + res.getLongCardinality()));
 
     if (res.getLongCardinality() != expectedBlockNumber) {
       throw new RssException(