diff --git a/worker/src/main/java/org/apache/celeborn/service/deploy/worker/memory/MemoryManager.java b/worker/src/main/java/org/apache/celeborn/service/deploy/worker/memory/MemoryManager.java
index 13ffc367b28..795d93e9a4f 100644
--- a/worker/src/main/java/org/apache/celeborn/service/deploy/worker/memory/MemoryManager.java
+++ b/worker/src/main/java/org/apache/celeborn/service/deploy/worker/memory/MemoryManager.java
@@ -99,6 +99,7 @@ public class MemoryManager {
   private boolean pinnedMemoryCheckEnabled;
   private long pinnedMemoryCheckInterval;
   private long pinnedMemoryLastCheckTime = 0;
+  private boolean resumingByPinnedMemory = false;
 
   @VisibleForTesting
   public static MemoryManager initialize(CelebornConf conf) {
@@ -336,23 +337,23 @@ public void switchServingState() {
     }
     switch (servingState) {
       case PUSH_PAUSED:
-        if (canResumeByPinnedMemory()) {
-          resumeByPinnedMemory(servingState);
-        } else {
+        if (!tryResumeByPinnedMemory(servingState, lastState)) {
           pausePushDataCounter.increment();
           if (lastState == ServingState.PUSH_AND_REPLICATE_PAUSED) {
-            logger.info("Trigger action: RESUME REPLICATE");
             resumeReplicate();
           } else {
             logger.info("Trigger action: PAUSE PUSH");
             pausePushDataStartTime = System.currentTimeMillis();
+            resumingByPinnedMemory = false;
             memoryPressureListeners.forEach(
                 memoryPressureListener ->
                     memoryPressureListener.onPause(TransportModuleConstants.PUSH_MODULE));
+            // trimCounter cannot be increased when channels resume by PinnedMemory, otherwise
+            // PauseSpentTime will be increased unexpectedly
+            trimCounter += 1;
           }
         }
         logger.debug("Trigger action: TRIM");
-        trimCounter += 1;
         trimAllListeners();
         if (trimCounter >= forceAppendPauseSpentTimeThreshold) {
           logger.debug(
@@ -361,12 +362,11 @@ public void switchServingState() {
         }
         break;
       case PUSH_AND_REPLICATE_PAUSED:
-        if (canResumeByPinnedMemory()) {
-          resumeByPinnedMemory(servingState);
-        } else {
+        if (!tryResumeByPinnedMemory(servingState, lastState)) {
           pausePushDataAndReplicateCounter.increment();
           logger.info("Trigger action: PAUSE PUSH");
           pausePushDataAndReplicateStartTime = System.currentTimeMillis();
+          resumingByPinnedMemory = false;
           memoryPressureListeners.forEach(
               memoryPressureListener ->
                   memoryPressureListener.onPause(TransportModuleConstants.PUSH_MODULE));
@@ -374,9 +374,9 @@ public void switchServingState() {
           memoryPressureListeners.forEach(
               memoryPressureListener ->
                   memoryPressureListener.onPause(TransportModuleConstants.REPLICATE_MODULE));
+          trimCounter += 1;
         }
         logger.debug("Trigger action: TRIM");
-        trimCounter += 1;
         trimAllListeners();
         if (trimCounter >= forceAppendPauseSpentTimeThreshold) {
           logger.debug(
@@ -386,6 +386,7 @@ public void switchServingState() {
         break;
       case NONE_PAUSED:
         // resume from paused mode, append pause spent time
+        resumingByPinnedMemory = false;
         if (lastState == ServingState.PUSH_AND_REPLICATE_PAUSED) {
           resumeReplicate();
           resumePush();
@@ -599,15 +600,32 @@ private void resumeByPinnedMemory(ServingState servingState) {
     }
   }
 
-  private boolean canResumeByPinnedMemory() {
-    if (pinnedMemoryCheckEnabled
-        && System.currentTimeMillis() - pinnedMemoryLastCheckTime >= pinnedMemoryCheckInterval
-        && getPinnedMemory() / (double) (maxDirectMemory) < pinnedMemoryResumeRatio) {
-      pinnedMemoryLastCheckTime = System.currentTimeMillis();
-      return true;
-    } else {
+  private boolean tryResumeByPinnedMemory(ServingState currentState, ServingState lastState) {
+    boolean success = false;
+    if (!pinnedMemoryCheckEnabled) {
       return false;
     }
+    long currentTime = System.currentTimeMillis();
+    if (currentTime - pinnedMemoryLastCheckTime >= pinnedMemoryCheckInterval) {
+      if (getPinnedMemory() / (double) (maxDirectMemory) < pinnedMemoryResumeRatio) {
+        pinnedMemoryLastCheckTime = currentTime;
+        resumingByPinnedMemory = true;
+        resumeByPinnedMemory(currentState);
+        success = true;
+      }
+    } else {
+      if (resumingByPinnedMemory
+          && lastState != ServingState.NONE_PAUSED
+          && getPinnedMemory() / (double) (maxDirectMemory) < pinnedMemoryResumeRatio) {
+        // do nothing, keep resume for a while
+        logger.info(
+            "currentState: {}, keep resume for {}ms after last resumeByPinnedMemory",
+            currentState,
+            currentTime - pinnedMemoryLastCheckTime);
+        success = true;
+      }
+    }
+    return success;
   }
 
   private void resumePush() {
diff --git a/worker/src/test/scala/org/apache/celeborn/service/deploy/memory/MemoryManagerSuite.scala b/worker/src/test/scala/org/apache/celeborn/service/deploy/memory/MemoryManagerSuite.scala
index c0fe08e6173..d74f1889e3f 100644
--- a/worker/src/test/scala/org/apache/celeborn/service/deploy/memory/MemoryManagerSuite.scala
+++ b/worker/src/test/scala/org/apache/celeborn/service/deploy/memory/MemoryManagerSuite.scala
@@ -17,6 +17,8 @@
 
 package org.apache.celeborn.service.deploy.memory
 
+import java.util.concurrent.TimeUnit
+
 import scala.concurrent.duration.DurationInt
 
 import org.mockito.{Mockito, MockitoSugar}
@@ -216,6 +218,47 @@ class MemoryManagerSuite extends CelebornFunSuite {
     MemoryManager.reset()
   }
 
+  test("[CELEBORN-1792] Test MemoryManager keep resume a while by pinned memory") {
+    val conf = new CelebornConf()
+    conf.set(CelebornConf.WORKER_DIRECT_MEMORY_CHECK_INTERVAL.key, "300s")
+    conf.set(CelebornConf.WORKER_PINNED_MEMORY_CHECK_INTERVAL.key, "1s")
+    MemoryManager.reset()
+    val memoryManager = MockitoSugar.spy(MemoryManager.initialize(conf))
+    val maxDirectorMemory = memoryManager.maxDirectMemory
+    val pushThreshold =
+      (conf.workerDirectMemoryRatioToPauseReceive * maxDirectorMemory).longValue()
+    val pinnedMemoryResumeThreshold =
+      (conf.workerPinnedMemoryRatioToResume * maxDirectorMemory).longValue()
+    val channelsLimiter = new MockChannelsLimiter()
+    memoryManager.registerMemoryListener(channelsLimiter)
+
+    // NONE PAUSED -> PAUSE PUSH
+    Mockito.when(memoryManager.getNettyPinnedDirectMemory).thenReturn(0L)
+    Mockito.when(memoryManager.getMemoryUsage).thenReturn(pushThreshold + 1)
+    memoryManager.switchServingState()
+    assert(channelsLimiter.isResume)
+    assert(memoryManager.servingState == ServingState.PUSH_PAUSED)
+
+    // keep pause push, but channels keep resume when pinnedMemory still less than threshold
+    Mockito.when(memoryManager.getMemoryUsage).thenReturn(pushThreshold + 1)
+    memoryManager.switchServingState()
+    assert(channelsLimiter.isResume)
+    assert(memoryManager.servingState == ServingState.PUSH_PAUSED)
+
+    // exit keepResumeByPinnedMemory because pinnedMemory is greater than threshold
+    Mockito.when(memoryManager.getNettyPinnedDirectMemory).thenReturn(
+      pinnedMemoryResumeThreshold + 1)
+    memoryManager.switchServingState()
+    assert(!channelsLimiter.isResume)
+    assert(memoryManager.servingState == ServingState.PUSH_PAUSED)
+
+    Mockito.when(memoryManager.getMemoryUsage).thenReturn(0L)
+    memoryManager.switchServingState()
+    assert(channelsLimiter.isResume)
+    assert(memoryManager.servingState == ServingState.NONE_PAUSED)
+
+  }
+
   class MockMemoryPressureListener(
       val belongModuleName: String,
       var isPause: Boolean = false) extends MemoryPressureListener {
@@ -235,4 +278,19 @@ class MemoryManagerSuite extends CelebornFunSuite {
       // do nothing
     }
   }
+
+  class MockChannelsLimiter(var isResume: Boolean = false) extends MemoryPressureListener {
+    override def onPause(moduleName: String): Unit = {
+      isResume = false
+    }
+
+    override def onResume(moduleName: String): Unit = {
+      isResume = true
+    }
+
+    override def onTrim(): Unit = {
+      // do nothing
+    }
+  }
+
 }