diff --git a/fe/fe-core/src/main/java/org/apache/doris/job/base/AbstractJob.java b/fe/fe-core/src/main/java/org/apache/doris/job/base/AbstractJob.java
index 62ac0c4d59d743..906b86494fb748 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/job/base/AbstractJob.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/job/base/AbstractJob.java
@@ -155,6 +155,7 @@ public void cancelAllTasks() throws JobException {
         }
         for (T task : runningTasks) {
             task.cancel();
+            canceledTaskCount.incrementAndGet();
         }
         runningTasks = new CopyOnWriteArrayList<>();
         logUpdateOperation();
@@ -185,6 +186,7 @@ public void cancelTaskById(long taskId) throws JobException {
         runningTasks.stream().filter(task -> task.getTaskId().equals(taskId)).findFirst()
                 .orElseThrow(() -> new JobException("Not found task id: " + taskId)).cancel();
         runningTasks.removeIf(task -> task.getTaskId().equals(taskId));
+        canceledTaskCount.incrementAndGet();
         if (jobConfig.getExecuteType().equals(JobExecuteType.ONE_TIME)) {
             updateJobStatus(JobStatus.FINISHED);
         }
@@ -418,13 +420,13 @@ public TRow getTvfInfo() {
     /**
      * Generates a common error message when the execution queue is full.
      *
-     * @param taskId                The ID of the task.
-     * @param queueConfigName       The name of the queue configuration.
+     * @param taskId                  The ID of the task.
+     * @param queueConfigName         The name of the queue configuration.
      * @param executeThreadConfigName The name of the execution thread configuration.
      * @return A formatted error message.
      */
     protected String commonFormatMsgWhenExecuteQueueFull(Long taskId, String queueConfigName,
-                                                            String executeThreadConfigName) {
+                                                         String executeThreadConfigName) {
         return String.format("Dispatch task failed, jobId: %d, jobName: %s, taskId: %d, the queue size is full, "
                         + "you can increase the queue size by setting the property "
                         + "%s in the fe.conf file or increase the value of "
diff --git a/fe/fe-core/src/main/java/org/apache/doris/job/extensions/insert/InsertTask.java b/fe/fe-core/src/main/java/org/apache/doris/job/extensions/insert/InsertTask.java
index e7d5b8b1d54eb6..fcf0a6b33f998f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/job/extensions/insert/InsertTask.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/job/extensions/insert/InsertTask.java
@@ -209,6 +209,9 @@ public void run() throws JobException {
 
     @Override
     public void onFail() throws JobException {
+        if (isCanceled.get()) {
+            return;
+        }
         isFinished.set(true);
         super.onFail();
     }
diff --git a/fe/fe-core/src/main/java/org/apache/doris/job/manager/JobManager.java b/fe/fe-core/src/main/java/org/apache/doris/job/manager/JobManager.java
index 39646bab18f785..47a3a0c5c19d5c 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/job/manager/JobManager.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/job/manager/JobManager.java
@@ -189,6 +189,9 @@ private void dropJob(T dropJob, String jobName) throws JobException {
     public void alterJobStatus(Long jobId, JobStatus status) throws JobException {
         checkJobExist(jobId);
         jobMap.get(jobId).updateJobStatus(status);
+        if (status.equals(JobStatus.RUNNING)) {
+            jobScheduler.scheduleOneJob(jobMap.get(jobId));
+        }
         jobMap.get(jobId).logUpdateOperation();
     }
 
diff --git a/fe/fe-core/src/main/java/org/apache/doris/job/task/AbstractTask.java b/fe/fe-core/src/main/java/org/apache/doris/job/task/AbstractTask.java
index f78446aaf85cbf..8a230c0bd385f7 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/job/task/AbstractTask.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/job/task/AbstractTask.java
@@ -167,6 +167,9 @@ public void runTask() throws JobException {
             run();
             onSuccess();
         } catch (Exception e) {
+            if (TaskStatus.CANCELED.equals(status)) {
+                return;
+            }
             this.errMsg = e.getMessage();
             onFail();
             log.warn("execute task error, job id is {}, task id is {}", jobId, taskId, e);
diff --git a/regression-test/suites/job_p0/test_base_insert_job.groovy b/regression-test/suites/job_p0/test_base_insert_job.groovy
index 76264d8ae94436..97fda38bf2c027 100644
--- a/regression-test/suites/job_p0/test_base_insert_job.groovy
+++ b/regression-test/suites/job_p0/test_base_insert_job.groovy
@@ -221,9 +221,11 @@ suite("test_base_insert_job") {
         RESUME JOB where jobname =  '${jobName}'
     """
     println(tasks.size())
+    // test resume job success
     Awaitility.await("resume-job-test").atMost(60, SECONDS).until({
         def afterResumeTasks = sql """ select status from tasks("type"="insert") where JobName= '${jobName}'   """
         println "resume tasks :" + afterResumeTasks
+        //resume tasks size should be greater than before pause
         afterResumeTasks.size() > tasks.size()
     })
 
@@ -249,7 +251,6 @@ suite("test_base_insert_job") {
             CREATE JOB ${jobName}  ON SCHEDULE at '2023-11-13 14:18:07'   comment 'test' DO insert into ${tableName} (timestamp, type, user_id) values ('2023-03-18','1','12213');
         """
     } catch (Exception e) {
-        println e.getMessage()
         assert e.getMessage().contains("startTimeMs must be greater than current time")
     }
     // assert end time less than start time
@@ -283,6 +284,14 @@ suite("test_base_insert_job") {
     } catch (Exception e) {
         assert e.getMessage().contains("Invalid interval time unit: years")
     }
+    // assert interval time unit is -1
+    try {
+        sql """
+            CREATE JOB test_error_starts  ON SCHEDULE every -1 second    comment 'test' DO insert into ${tableName} (timestamp, type, user_id) values ('2023-03-18','1','12213');
+        """
+    } catch (Exception e) {
+        //ignore
+    }
 
     // test keyword as job name
     sql """