diff --git a/hudi-common/src/main/java/org/apache/hudi/common/table/checkpoint/CheckpointUtils.java b/hudi-common/src/main/java/org/apache/hudi/common/table/checkpoint/CheckpointUtils.java
index 8e5c2db3aff9..3eb36620286b 100644
--- a/hudi-common/src/main/java/org/apache/hudi/common/table/checkpoint/CheckpointUtils.java
+++ b/hudi-common/src/main/java/org/apache/hudi/common/table/checkpoint/CheckpointUtils.java
@@ -24,6 +24,7 @@
 import org.apache.hudi.common.table.HoodieTableVersion;
 import org.apache.hudi.common.table.timeline.HoodieInstant;
 import org.apache.hudi.common.table.timeline.HoodieTimeline;
+import org.apache.hudi.common.table.timeline.TimelineUtils;
 import org.apache.hudi.common.util.Option;
 import org.apache.hudi.common.util.StringUtils;
 import org.apache.hudi.exception.HoodieException;
@@ -34,6 +35,7 @@
 import static org.apache.hudi.common.table.checkpoint.StreamerCheckpointV1.STREAMER_CHECKPOINT_RESET_KEY_V1;
 import static org.apache.hudi.common.table.checkpoint.StreamerCheckpointV2.STREAMER_CHECKPOINT_KEY_V2;
 import static org.apache.hudi.common.table.checkpoint.StreamerCheckpointV2.STREAMER_CHECKPOINT_RESET_KEY_V2;
+import static org.apache.hudi.common.table.timeline.TimelineUtils.HollowCommitHandling.USE_TRANSITION_TIME;
 
 public class CheckpointUtils {
 
@@ -56,7 +58,7 @@ public static boolean targetCheckpointV2(int writeTableVersion) {
   // TODO(yihua): for checkpoint translation, handle cases where the checkpoint is not exactly the
   // instant or completion time
   public static StreamerCheckpointV2 convertToCheckpointV2ForCommitTime(
-      Checkpoint checkpoint, HoodieTableMetaClient metaClient) {
+      Checkpoint checkpoint, HoodieTableMetaClient metaClient, TimelineUtils.HollowCommitHandling handlingMode) {
     if (checkpoint.checkpointKey.equals(HoodieTimeline.INIT_INSTANT_TS)) {
       return new StreamerCheckpointV2(HoodieTimeline.INIT_INSTANT_TS);
     }
@@ -65,7 +67,9 @@ public static StreamerCheckpointV2 convertToCheckpointV2ForCommitTime(
     }
     if (checkpoint instanceof StreamerCheckpointV1) {
       // V1 -> V2 translation
-      // TODO(yihua): handle USE_TRANSITION_TIME in V1
+      if (handlingMode.equals(USE_TRANSITION_TIME)) {
+        return new StreamerCheckpointV2(checkpoint);
+      }
       // TODO(yihua): handle different ordering between requested and completion time
       // TODO(yihua): handle timeline history / archived timeline
       String instantTime = checkpoint.getCheckpointKey();
diff --git a/hudi-common/src/test/java/org/apache/hudi/common/table/checkpoint/TestCheckpointUtils.java b/hudi-common/src/test/java/org/apache/hudi/common/table/checkpoint/TestCheckpointUtils.java
index 715d89c5078e..6894f8329ae6 100644
--- a/hudi-common/src/test/java/org/apache/hudi/common/table/checkpoint/TestCheckpointUtils.java
+++ b/hudi-common/src/test/java/org/apache/hudi/common/table/checkpoint/TestCheckpointUtils.java
@@ -33,6 +33,9 @@
 
 import java.util.stream.Stream;
 
+import static org.apache.hudi.common.table.timeline.TimelineUtils.HollowCommitHandling.BLOCK;
+import static org.apache.hudi.common.table.timeline.TimelineUtils.HollowCommitHandling.FAIL;
+import static org.apache.hudi.common.table.timeline.TimelineUtils.HollowCommitHandling.USE_TRANSITION_TIME;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertThrows;
 import static org.junit.jupiter.api.Assertions.assertTrue;
@@ -95,7 +98,7 @@ public void testConvertToCheckpointV2ForCommitTime() {
     when(activeTimeline.getInstantsAsStream()).thenReturn(Stream.of(instant));
 
     Checkpoint checkpoint = new StreamerCheckpointV1(instantTime);
-    StreamerCheckpointV2 translatedCheckpoint = CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient);
+    StreamerCheckpointV2 translatedCheckpoint = CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient, FAIL);
 
     assertEquals(completionTime, translatedCheckpoint.getCheckpointKey());
   }
@@ -126,7 +129,7 @@ public void testConvertToCheckpointV2ThrowsExceptionForMissingCompletionTime() {
     Checkpoint checkpoint = new StreamerCheckpointV1(instantTime);
 
     Exception exception = assertThrows(UnsupportedOperationException.class,
-        () -> CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient));
+        () -> CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient, BLOCK));
     assertTrue(exception.getMessage().contains("Unable to find completion time"));
   }
 
@@ -155,7 +158,7 @@ public void testConvertToCheckpointV2ForCommitTimeEmptyTimeline() {
 
     Checkpoint checkpoint = new StreamerCheckpointV1(instantTime);
     Exception exception = assertThrows(UnsupportedOperationException.class,
-        () -> CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient));
+        () -> CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient, FAIL));
     assertTrue(exception.getMessage().contains("Unable to find completion time"));
   }
 
@@ -168,7 +171,22 @@ public void testConvertCheckpointWithInitTimestamp() {
     assertEquals(HoodieTimeline.INIT_INSTANT_TS, translated.getCheckpointKey());
 
     checkpoint = new StreamerCheckpointV2(instantTime);
-    translated = CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient);
+    translated = CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient, BLOCK);
     assertEquals(HoodieTimeline.INIT_INSTANT_TS, translated.getCheckpointKey());
   }
+
+  @Test
+  public void testConvertCheckpointWithUseTransitionTime() {
+    String instantTime = "20231127010101";
+    String completionTime = "20231127020102";
+
+    // Mock active timeline
+    HoodieInstant instant = new HoodieInstant(HoodieInstant.State.COMPLETED, "commit", instantTime, completionTime, InstantComparatorV1.REQUESTED_TIME_BASED_COMPARATOR);
+    when(activeTimeline.getInstantsAsStream()).thenReturn(Stream.of(instant));
+
+    Checkpoint checkpoint = new StreamerCheckpointV1(completionTime);
+    StreamerCheckpointV2 translatedCheckpoint = CheckpointUtils.convertToCheckpointV2ForCommitTime(checkpoint, metaClient, USE_TRANSITION_TIME);
+
+    assertEquals(completionTime, translatedCheckpoint.getCheckpointKey());
+  }
 }
diff --git a/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/streaming/HoodieStreamSourceV1.scala b/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/streaming/HoodieStreamSourceV1.scala
index 82a7e8046562..e683521909c1 100644
--- a/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/streaming/HoodieStreamSourceV1.scala
+++ b/hudi-spark-datasource/hudi-spark-common/src/main/scala/org/apache/spark/sql/hudi/streaming/HoodieStreamSourceV1.scala
@@ -188,7 +188,7 @@ class HoodieStreamSourceV1(sqlContext: SQLContext,
   private def translateCheckpoint(commitTime: String): String = {
     if (writeTableVersion.greaterThanOrEquals(HoodieTableVersion.EIGHT)) {
       CheckpointUtils.convertToCheckpointV2ForCommitTime(
-        new StreamerCheckpointV1(commitTime), metaClient).getCheckpointKey
+        new StreamerCheckpointV1(commitTime), metaClient, hollowCommitHandling).getCheckpointKey
     } else {
       commitTime
     }
diff --git a/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/HoodieIncrSource.java b/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/HoodieIncrSource.java
index 244bcbb63e31..6a98c9442cc3 100644
--- a/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/HoodieIncrSource.java
+++ b/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/HoodieIncrSource.java
@@ -215,7 +215,7 @@ private Pair<Option<Dataset<Row>>, Checkpoint> fetchNextBatchBasedOnCompletionTi
     IncrementalQueryAnalyzer analyzer = IncrSourceHelper.getIncrementalQueryAnalyzer(
         sparkContext, srcPath, lastCheckpoint, missingCheckpointStrategy,
         getIntWithAltKeys(props, HoodieIncrSourceConfig.NUM_INSTANTS_PER_FETCH),
-        getLatestSourceProfile());
+        getLatestSourceProfile(), getHollowCommitHandleMode(props));
     QueryContext queryContext = analyzer.analyze();
     Option<InstantRange> instantRange = queryContext.getInstantRange();
 
diff --git a/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/helpers/IncrSourceHelper.java b/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/helpers/IncrSourceHelper.java
index d9fa890886bb..9b75549c8be2 100644
--- a/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/helpers/IncrSourceHelper.java
+++ b/hudi-utilities/src/main/java/org/apache/hudi/utilities/sources/helpers/IncrSourceHelper.java
@@ -29,6 +29,7 @@
 import org.apache.hudi.common.table.read.IncrementalQueryAnalyzer;
 import org.apache.hudi.common.table.timeline.HoodieInstant;
 import org.apache.hudi.common.table.timeline.HoodieTimeline;
+import org.apache.hudi.common.table.timeline.TimelineUtils;
 import org.apache.hudi.common.table.timeline.TimelineUtils.HollowCommitHandling;
 import org.apache.hudi.common.util.Option;
 import org.apache.hudi.common.util.ValidationUtils;
@@ -184,7 +185,7 @@ public static IncrementalQueryAnalyzer getIncrementalQueryAnalyzer(
       Option<Checkpoint> lastCheckpoint,
       MissingCheckpointStrategy missingCheckpointStrategy,
       int numInstantsFromConfig,
-      Option<SourceProfile<Integer>> latestSourceProfile) {
+      Option<SourceProfile<Integer>> latestSourceProfile, TimelineUtils.HollowCommitHandling handlingMode) {
     HoodieTableMetaClient metaClient = HoodieTableMetaClient.builder()
         .setConf(HadoopFSUtils.getStorageConfWithCopy(jssc.hadoopConfiguration()))
         .setBasePath(srcPath)
@@ -197,7 +198,7 @@ public static IncrementalQueryAnalyzer getIncrementalQueryAnalyzer(
     if (lastCheckpoint.isPresent() && !lastCheckpoint.get().getCheckpointKey().isEmpty()) {
       // Translate checkpoint
       StreamerCheckpointV2 lastStreamerCheckpointV2 = CheckpointUtils.convertToCheckpointV2ForCommitTime(
-          lastCheckpoint.get(), metaClient);
+          lastCheckpoint.get(), metaClient, handlingMode);
       startCompletionTime = lastStreamerCheckpointV2.getCheckpointKey();
       rangeType = RangeType.OPEN_CLOSED;
     } else if (missingCheckpointStrategy != null) {