diff --git a/kyuubi-common/src/main/scala/org/apache/kyuubi/operation/AbstractOperation.scala b/kyuubi-common/src/main/scala/org/apache/kyuubi/operation/AbstractOperation.scala
index 3110b064125..fdcc0c3406d 100644
--- a/kyuubi-common/src/main/scala/org/apache/kyuubi/operation/AbstractOperation.scala
+++ b/kyuubi-common/src/main/scala/org/apache/kyuubi/operation/AbstractOperation.scala
@@ -62,18 +62,7 @@ abstract class AbstractOperation(session: Session) extends Operation with Loggin
     if (queryTimeout > 0) {
       val timeoutExecutor =
         ThreadUtils.newDaemonSingleThreadScheduledExecutor("query-timeout-thread", false)
-      val action: Runnable = () =>
-        // Clients less than version 2.1 have no HIVE-4924 Patch,
-        // no queryTimeout parameter and no TIMEOUT status.
-        // When the server enables kyuubi.operation.query.timeout,
-        // this will cause the client of the lower version to get stuck.
-        // Check thrift protocol version <= HIVE_CLI_SERVICE_PROTOCOL_V8(Hive 2.1.0),
-        // convert TIMEDOUT_STATE to CANCELED.
-        if (isHive21OrLower) {
-          cleanup(OperationState.CANCELED)
-        } else {
-          cleanup(OperationState.TIMEOUT)
-        }
+      val action: Runnable = () => cleanup(OperationState.TIMEOUT)
       timeoutExecutor.schedule(action, queryTimeout, TimeUnit.SECONDS)
       statementTimeoutCleaner = Some(timeoutExecutor)
     }
@@ -286,8 +275,4 @@ abstract class AbstractOperation(session: Session) extends Operation with Loggin
       }
     }
   }
-
-  protected def isHive21OrLower: Boolean = {
-    getProtocolVersion.getValue <= TProtocolVersion.HIVE_CLI_SERVICE_PROTOCOL_V8.getValue
-  }
 }
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/operation/ExecuteStatement.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/operation/ExecuteStatement.scala
index 02c22e4f6a7..83e67abb67b 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/operation/ExecuteStatement.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/operation/ExecuteStatement.scala
@@ -117,15 +117,6 @@ class ExecuteStatement(
           case CANCELED_STATE =>
             setState(OperationState.CANCELED)
 
-          case TIMEDOUT_STATE
-              // Clients less than version 2.1 have no HIVE-4924 Patch,
-              // no queryTimeout parameter and no TIMEOUT status.
-              // When the server enables kyuubi.operation.query.timeout,
-              // this will cause the client of the lower version to get stuck.
-              // Check thrift protocol version <= HIVE_CLI_SERVICE_PROTOCOL_V8(Hive 2.1.0),
-              // convert TIMEDOUT_STATE to CANCELED.
-              if isHive21OrLower => setState(OperationState.CANCELED)
-
           case TIMEDOUT_STATE =>
             setState(OperationState.TIMEOUT)
 
diff --git a/kyuubi-server/src/main/scala/org/apache/kyuubi/server/KyuubiBackendService.scala b/kyuubi-server/src/main/scala/org/apache/kyuubi/server/KyuubiBackendService.scala
index b974bdf5833..d58722df118 100644
--- a/kyuubi-server/src/main/scala/org/apache/kyuubi/server/KyuubiBackendService.scala
+++ b/kyuubi-server/src/main/scala/org/apache/kyuubi/server/KyuubiBackendService.scala
@@ -17,12 +17,33 @@
 
 package org.apache.kyuubi.server
 
+import org.apache.kyuubi.operation.{OperationHandle, OperationState, OperationStatus}
 import org.apache.kyuubi.service.AbstractBackendService
 import org.apache.kyuubi.session.{KyuubiSessionManager, SessionManager}
+import org.apache.kyuubi.shaded.hive.service.rpc.thrift.TProtocolVersion
 
 class KyuubiBackendService(name: String) extends AbstractBackendService(name) {
 
   def this() = this(classOf[KyuubiBackendService].getSimpleName)
 
   override val sessionManager: SessionManager = new KyuubiSessionManager()
+
+  override def getOperationStatus(
+      operationHandle: OperationHandle,
+      maxWait: Option[Long]): OperationStatus = {
+    val operation = sessionManager.operationManager.getOperation(operationHandle)
+    val operationStatus = super.getOperationStatus(operationHandle, maxWait)
+    // Clients less than version 2.1 have no HIVE-4924 Patch,
+    // no queryTimeout parameter and no TIMEOUT status.
+    // When the server enables kyuubi.operation.query.timeout,
+    // this will cause the client of the lower version to get stuck.
+    // Check thrift protocol version <= HIVE_CLI_SERVICE_PROTOCOL_V8(Hive 2.1.0),
+    // convert TIMEDOUT_STATE to CANCELED.
+    if (operationStatus.state == OperationState.TIMEOUT && operation.getSession.protocol.getValue <=
+        TProtocolVersion.HIVE_CLI_SERVICE_PROTOCOL_V8.getValue) {
+      operationStatus.copy(state = OperationState.CANCELED)
+    } else {
+      operationStatus
+    }
+  }
 }