diff --git a/fe/fe-core/src/main/java/org/apache/doris/job/base/JobExecutionConfiguration.java b/fe/fe-core/src/main/java/org/apache/doris/job/base/JobExecutionConfiguration.java
index d564b1143122ec..80e8b0cf5e3cfc 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/job/base/JobExecutionConfiguration.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/job/base/JobExecutionConfiguration.java
@@ -181,7 +181,7 @@ private List<Long> getExecutionDelaySeconds(long windowStartTimeMs, long windowE
         }
 
         // Calculate the trigger time list
-        for (long triggerTime = firstTriggerTime; triggerTime <= windowEndTimeMs; triggerTime += intervalMs) {
+        for (long triggerTime = firstTriggerTime; triggerTime < windowEndTimeMs; triggerTime += intervalMs) {
             if (null == timerDefinition.getEndTimeMs()
                     || triggerTime < timerDefinition.getEndTimeMs()) {
                 timerDefinition.setLatestSchedulerTimeMs(triggerTime);
diff --git a/fe/fe-core/src/test/java/org/apache/doris/job/base/JobExecutionConfigurationTest.java b/fe/fe-core/src/test/java/org/apache/doris/job/base/JobExecutionConfigurationTest.java
index 163b2494189d90..fb0600b281f2b1 100644
--- a/fe/fe-core/src/test/java/org/apache/doris/job/base/JobExecutionConfigurationTest.java
+++ b/fe/fe-core/src/test/java/org/apache/doris/job/base/JobExecutionConfigurationTest.java
@@ -17,15 +17,20 @@
 
 package org.apache.doris.job.base;
 
+import org.apache.doris.common.util.TimeUtils;
 import org.apache.doris.job.common.IntervalUnit;
 
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 import java.util.List;
 
 public class JobExecutionConfigurationTest {
 
+    private static final Logger LOG = LoggerFactory.getLogger(JobExecutionConfigurationTest.class);
+
     @Test
     public void testGetTriggerDelayTimesOneTime() {
         JobExecutionConfiguration configuration = new JobExecutionConfiguration();
@@ -73,16 +78,64 @@ public void testGetTriggerDelayTimesRecurring() {
         long second = 1000L;
         timerDefinition.setStartTimeMs(second);
         timerDefinition.setInterval(1L);
-        Assertions.assertEquals(3, configuration.getTriggerDelayTimes(second * 5 + 10L, second * 3, second * 7).size());
-        Assertions.assertEquals(3, configuration.getTriggerDelayTimes(second * 5, second * 5, second * 7).size());
+        Assertions.assertEquals(2, configuration.getTriggerDelayTimes(second * 5 + 10L, second * 3, second * 7).size());
+        Assertions.assertEquals(2, configuration.getTriggerDelayTimes(second * 5, second * 5, second * 7).size());
         timerDefinition.setStartTimeMs(1672531200000L);
         timerDefinition.setIntervalUnit(IntervalUnit.MINUTE);
         timerDefinition.setInterval(1L);
-        Assertions.assertArrayEquals(new Long[]{0L}, configuration.getTriggerDelayTimes(1672531800000L, 1672531200000L, 1672531800000L).toArray());
 
         List<Long> expectDelayTimes = configuration.getTriggerDelayTimes(1672531200000L, 1672531200000L, 1672531850000L);
 
         Assertions.assertArrayEquals(new Long[]{0L, 60L, 120L, 180L, 240L, 300L, 360L, 420L, 480L, 540L, 600L}, expectDelayTimes.toArray());
+        timerDefinition.setIntervalUnit(IntervalUnit.MINUTE);
+        timerDefinition.setInterval(1L);
+        timerDefinition.setStartTimeMs(1577808000000L);
+        // Log detailed time information
+        LOG.info("Current time is: "
+                + TimeUtils.longToTimeStringWithms(1736459699000L));
+        LOG.info("Start time window is: "
+                + TimeUtils.longToTimeStringWithms(1736459698000L));
+        LOG.info("Latest batch scheduler timer task time is: "
+                + TimeUtils.longToTimeStringWithms(1736460299000L));
+
+        // Get and log trigger delay times
+        delayTimes = configuration.getTriggerDelayTimes(1736459699000L, 1736459698000L,
+                1736460299000L);
+        Assertions.assertEquals(10, delayTimes.size());
+        LOG.info("Trigger delay times size: " + delayTimes.size());
+        delayTimes.forEach(a -> LOG.info(TimeUtils.longToTimeStringWithms(a * 1000 + 1736459699000L)));
+
+        LOG.info("----");
+
+        // Log detailed time information
+        LOG.info("Current time is: "
+                + TimeUtils.longToTimeStringWithms(1736460901000L));
+        LOG.info("Start time window is: "
+                + TimeUtils.longToTimeStringWithms(1736460900000L));
+        LOG.info("Latest batch scheduler timer task time is: "
+                + TimeUtils.longToTimeStringWithms(1736461501000L));
+
+        // Get and log trigger delay times
+        delayTimes = configuration.getTriggerDelayTimes(1736460901000L, 1736460900000L,
+                1736461501000L);
+        Assertions.assertEquals(11, delayTimes.size());
+        LOG.info("Trigger delay times size: " + delayTimes.size());
+        delayTimes.forEach(a -> LOG.info(TimeUtils.longToTimeStringWithms(a * 1000 + 1736460901000L)));
+
+        LOG.info("----");
+
+        // Log detailed time information
+        LOG.info("Current time is: " + TimeUtils.longToTimeStringWithms(1736461502000L));
+        LOG.info("Start time window is: " + TimeUtils.longToTimeStringWithms(1736461501000L));
+        LOG.info("Latest batch scheduler timer task time is: "
+                + TimeUtils.longToTimeStringWithms(1736462102000L));
+
+        // Get and log trigger delay times
+        delayTimes = configuration.getTriggerDelayTimes(1736461502000L, 1736461501000L,
+                1736462102000L);
+        Assertions.assertEquals(10, delayTimes.size());
+        LOG.info("Trigger delay times size: " + delayTimes.size());
+        delayTimes.forEach(a -> LOG.info(TimeUtils.longToTimeStringWithms(a * 1000 + 1736461502000L)));
     }
 
     @Test