diff --git a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BrokerLoadJob.java b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BrokerLoadJob.java
index 9ca4c77303820b..a253dbe919c8ed 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BrokerLoadJob.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BrokerLoadJob.java
@@ -52,6 +52,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.UUID;
+import java.util.concurrent.RejectedExecutionException;
 
 /**
  * There are 3 steps in BrokerLoadJob: BrokerPendingTask, LoadLoadingTask, CommitAndPublishTxn.
@@ -155,6 +156,13 @@ private void onPendingTaskFinished(BrokerPendingTaskAttachment attachment) {
                              .build(), e);
             cancelJobWithoutCheck(new FailMsg(FailMsg.CancelType.ETL_RUN_FAIL, e.getMessage()), true, true);
             return;
+        } catch (RejectedExecutionException e) {
+            LOG.warn(new LogBuilder(LogKey.LOAD_JOB, id)
+                    .add("database_id", dbId)
+                    .add("error_msg", "the task queque is full.")
+                    .build(), e);
+            cancelJobWithoutCheck(new FailMsg(FailMsg.CancelType.ETL_RUN_FAIL, e.getMessage()), true, true);
+            return;
         }
 
         loadStartTimestamp = System.currentTimeMillis();
diff --git a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java
index 04f3d938fc0d30..1d649c65627bc0 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/BulkLoadJob.java
@@ -58,6 +58,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.concurrent.RejectedExecutionException;
 
 /**
  * parent class of BrokerLoadJob and SparkLoadJob from load stmt
@@ -233,8 +234,13 @@ public void onTaskFailed(long taskId, FailMsg failMsg) {
                 loadTask.updateRetryInfo();
                 idToTasks.put(loadTask.getSignature(), loadTask);
                 // load id will be added to loadStatistic when executing this task
-                Catalog.getCurrentCatalog().getLoadTaskScheduler().submit(loadTask);
-                return;
+                try {
+                    Catalog.getCurrentCatalog().getLoadTaskScheduler().submit(loadTask);
+                } catch (RejectedExecutionException e) {
+                    unprotectedExecuteCancel(failMsg, true);
+                    logFinalOperation();
+                    return;
+                }
             }
         } finally {
             writeUnlock();
diff --git a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/LoadJobScheduler.java b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/LoadJobScheduler.java
index 9a2b691983963b..33d46773d35071 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/LoadJobScheduler.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/load/loadv2/LoadJobScheduler.java
@@ -35,6 +35,7 @@
 
 import java.util.List;
 import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.RejectedExecutionException;
 
 /**
  * LoadScheduler will schedule the pending LoadJob which belongs to LoadManager.
@@ -99,6 +100,12 @@ private void process() throws InterruptedException {
                                  .build(), e);
                 needScheduleJobs.put(loadJob);
                 return;
+            } catch (RejectedExecutionException e) {
+                LOG.warn(new LogBuilder(LogKey.LOAD_JOB, loadJob.getId())
+                        .add("error_msg", "Failed to submit etl job. Job queue is full.")
+                        .build(), e);
+                loadJob.cancelJobWithoutCheck(new FailMsg(FailMsg.CancelType.ETL_SUBMIT_FAIL, e.getMessage()),
+                        true, true);
             }
         }
     }