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diff --git a/core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala b/core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala
index 28f70528da1..a7f16bde5b2 100644
--- a/core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala
+++ b/core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala
@@ -205,7 +205,8 @@ private[spark] class ExecutorAllocationManager(
     }
     // Require external shuffle service for dynamic allocation
     // Otherwise, we may lose shuffle files when killing executors
-    if (!conf.getBoolean("spark.shuffle.service.enabled", false) && !testing) {
+    if (!conf.getBoolean("spark.shuffle.service.enabled", false) &&
+      !testing && !conf.isRssEnable) {
       throw new SparkException("Dynamic allocation of executors requires the external " +
         "shuffle service. You may enable this through spark.shuffle.service.enabled.")
     }
diff --git a/core/src/main/scala/org/apache/spark/SparkConf.scala b/core/src/main/scala/org/apache/spark/SparkConf.scala
index 5670f7d8707..0fbecef9790 100644
--- a/core/src/main/scala/org/apache/spark/SparkConf.scala
+++ b/core/src/main/scala/org/apache/spark/SparkConf.scala
@@ -582,6 +582,10 @@ class SparkConf(loadDefaults: Boolean) extends Cloneable with Logging with Seria
     Utils.redact(this, getAll).sorted.map { case (k, v) => k + "=" + v }.mkString("\n")
   }
 
+  /**
+   * Return true if remote shuffle service is enabled.
+   */
+  def isRssEnable: Boolean = get("spark.shuffle.manager", "sort").contains("RssShuffleManager")
 }
 
 private[spark] object SparkConf extends Logging {
diff --git a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala
index 6ec40a0da89..0d694a4c226 100644
--- a/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala
+++ b/core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala
@@ -1508,7 +1508,8 @@ class DAGScheduler(
     // if the cluster manager explicitly tells us that the entire worker was lost, then
     // we know to unregister shuffle output.  (Note that "worker" specifically refers to the process
     // from a Standalone cluster, where the shuffle service lives in the Worker.)
-    val fileLost = workerLost || !env.blockManager.externalShuffleServiceEnabled
+    val fileLost = (workerLost || !env.blockManager.externalShuffleServiceEnabled) &&
+      !sc.getConf.isRssEnable
     removeExecutorAndUnregisterOutputs(
       execId = execId,
       fileLost = fileLost,
diff --git a/core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala b/core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala
index df8d9142f91..13be97b2fb7 100644
--- a/core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala
+++ b/core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala
@@ -939,7 +939,7 @@ private[spark] class TaskSetManager(
     // The reason is the next stage wouldn't be able to fetch the data from this dead executor
     // so we would need to rerun these tasks on other executors.
     if (tasks(0).isInstanceOf[ShuffleMapTask] && !env.blockManager.externalShuffleServiceEnabled
-        && !isZombie) {
+        && !isZombie && !conf.isRssEnable) {
       for ((tid, info) <- taskInfos if info.executorId == execId) {
         val index = taskInfos(tid).index
         if (successful(index) && !killedByOtherAttempt.contains(tid)) {
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/ShuffledRowRDD.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/ShuffledRowRDD.scala
index 862ee05392f..47138207686 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/ShuffledRowRDD.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/ShuffledRowRDD.scala
@@ -147,6 +147,9 @@ class ShuffledRowRDD(
   }
 
   override def getPreferredLocations(partition: Partition): Seq[String] = {
+    if (conf.isRssEnable) {
+      return Nil
+    }
     val tracker = SparkEnv.get.mapOutputTracker.asInstanceOf[MapOutputTrackerMaster]
     val dep = dependencies.head.asInstanceOf[ShuffleDependency[_, _, _]]
     tracker.getPreferredLocationsForShuffle(dep, partition.index)
-- 
2.39.3 (Apple Git-145)