diff --git a/hudi-common/src/main/java/org/apache/hudi/common/table/view/AbstractTableFileSystemView.java b/hudi-common/src/main/java/org/apache/hudi/common/table/view/AbstractTableFileSystemView.java
index dc6fc47b5..18e3ee35a 100644
--- a/hudi-common/src/main/java/org/apache/hudi/common/table/view/AbstractTableFileSystemView.java
+++ b/hudi-common/src/main/java/org/apache/hudi/common/table/view/AbstractTableFileSystemView.java
@@ -185,7 +185,11 @@ public abstract class AbstractTableFileSystemView implements SyncableFileSystemV
       String fileId = pair.getValue();
       HoodieFileGroup group = new HoodieFileGroup(pair.getKey(), fileId, timeline);
       if (baseFiles.containsKey(pair)) {
-        baseFiles.get(pair).forEach(group::addBaseFile);
+        // if there are multiple files under the same partition path and file ID, sort them according to the
+        // modification time of the files to avoid reading the files that failed to write before.
+        List<HoodieBaseFile> partitionFileIdPairBaseFiles = baseFiles.get(pair);
+        partitionFileIdPairBaseFiles.sort(Comparator.comparingLong(o -> o.getFileStatus().getModificationTime()));
+        partitionFileIdPairBaseFiles.forEach(group::addBaseFile);
       }
       if (logFiles.containsKey(pair)) {
         logFiles.get(pair).forEach(group::addLogFile);