diff --git a/dora/core/client/fs/src/main/java/alluxio/client/file/cache/LocalCacheManager.java b/dora/core/client/fs/src/main/java/alluxio/client/file/cache/LocalCacheManager.java
index cf8264d3b002..21c9b4440f34 100644
--- a/dora/core/client/fs/src/main/java/alluxio/client/file/cache/LocalCacheManager.java
+++ b/dora/core/client/fs/src/main/java/alluxio/client/file/cache/LocalCacheManager.java
@@ -114,6 +114,7 @@ public class LocalCacheManager implements CacheManager {
    */
   private final AtomicReference<CacheManager.State> mState = new AtomicReference<>();
   private final CacheManagerOptions mOptions;
+  private Predicate<PageInfo> mTtlPredicate;
 
   /**
    * @param options       the options of local cache manager
@@ -128,13 +129,13 @@ public static LocalCacheManager create(CacheManagerOptions options,
     if (manager.mInitService.isPresent()) {
       manager.mInitService.get().submit(() -> {
         try {
-          manager.restoreOrInit(pageStoreDirs);
+          manager.restoreOrInit(pageStoreDirs, options);
         } catch (IOException e) {
           LOG.error("Failed to restore LocalCacheManager", e);
         }
       });
     } else {
-      manager.restoreOrInit(pageStoreDirs);
+      manager.restoreOrInit(pageStoreDirs, options);
     }
     return manager;
   }
@@ -163,9 +164,7 @@ public static LocalCacheManager create(CacheManagerOptions options,
         options.isAsyncRestoreEnabled() ? Optional.of(Executors.newSingleThreadExecutor()) :
             Optional.empty();
     if (options.isTtlEnabled()) {
-      mTtlEnforcerExecutor = Optional.of(newScheduledThreadPool(1));
-      mTtlEnforcerExecutor.get().scheduleAtFixedRate(() ->
-          LocalCacheManager.this.invalidate(pageInfo -> {
+      mTtlPredicate = pageInfo -> {
             try {
               return System.currentTimeMillis() - pageInfo.getCreatedTimestamp()
                   >= options.getTtlThresholdSeconds() * 1000;
@@ -173,7 +172,10 @@ public static LocalCacheManager create(CacheManagerOptions options,
               // In case of any exception, do not invalidate the cache
               return false;
             }
-          }), 0, options.getTtlCheckIntervalSeconds(), SECONDS);
+          };
+      mTtlEnforcerExecutor = Optional.of(newScheduledThreadPool(1));
+      mTtlEnforcerExecutor.get().scheduleAtFixedRate(() ->
+          LocalCacheManager.this.invalidate(mTtlPredicate), 0, options.getTtlCheckIntervalSeconds(), SECONDS);
     } else {
       mTtlEnforcerExecutor = Optional.empty();
     }
@@ -689,6 +691,10 @@ public boolean delete(PageId pageId, boolean isTemporary) {
       Metrics.DELETE_ERRORS.inc();
       return false;
     }
+    return deleteInternal(pageId, isTemporary);
+  }
+
+  private boolean deleteInternal(PageId pageId, boolean isTemporary) {
     ReadWriteLock pageLock = getPageLock(pageId);
     try (LockResource r = new LockResource(pageLock.writeLock())) {
       PageInfo pageInfo;
@@ -749,10 +755,10 @@ public boolean append(PageId pageId, int appendAt, byte[] page, CacheContext cac
    *
    * @param pageStoreDirs
    */
-  private void restoreOrInit(List<PageStoreDir> pageStoreDirs) throws IOException {
+  private void restoreOrInit(List<PageStoreDir> pageStoreDirs, CacheManagerOptions options) throws IOException {
     Preconditions.checkState(mState.get() == READ_ONLY);
     for (PageStoreDir pageStoreDir : pageStoreDirs) {
-      if (!restore(pageStoreDir)) {
+      if (!restore(pageStoreDir, options)) {
         try (LockResource r = new LockResource(mPageMetaStore.getLock().writeLock())) {
           mPageMetaStore.reset();
         }
@@ -771,7 +777,7 @@ private void restoreOrInit(List<PageStoreDir> pageStoreDirs) throws IOException
     Metrics.STATE.inc();
   }
 
-  private boolean restore(PageStoreDir pageStoreDir) {
+  private boolean restore(PageStoreDir pageStoreDir, CacheManagerOptions options) {
     long restoredPages = mPageMetaStore.numPages();
     long restoredBytes = mPageMetaStore.bytes();
     long discardPages = Metrics.PAGE_DISCARDED.getCount();
@@ -784,9 +790,25 @@ private boolean restore(PageStoreDir pageStoreDir) {
       return false;
     }
     try {
-      pageStoreDir.scanPages(pageInfo -> {
-        if (pageInfo.isPresent()) {
-          addPageToDir(pageStoreDir, pageInfo.get());
+
+      pageStoreDir.scanPages(optionalPageInfo -> {
+        if (optionalPageInfo.isPresent()) {
+          PageInfo pageInfo = optionalPageInfo.get();
+          boolean tested = mTtlPredicate.test(pageInfo);
+          boolean isPageDeleted = false;
+          if (!tested) {
+            addPageToDir(pageStoreDir, pageInfo);
+          }
+          else {
+            isPageDeleted = deleteInternal(pageInfo.getPageId(), false);
+          }
+          if (isPageDeleted) {
+            MetricsSystem.meter(MetricKey.CLIENT_CACHE_PAGES_INVALIDATED.getName()).mark();
+          }
+          else {
+            MetricsSystem.histogram(MetricKey.CLIENT_CACHE_PAGES_AGES.getName())
+                         .update(System.currentTimeMillis() - pageInfo.getCreatedTimestamp());
+          }
         }
       });
     } catch (IOException | RuntimeException e) {
@@ -866,6 +888,11 @@ public void deleteTempFile(String fileId) {
 
   @Override
   public void invalidate(Predicate<PageInfo> predicate) {
+    if (mState.get() != READ_WRITE) {
+      Metrics.DELETE_NOT_READY_ERRORS.inc();
+      Metrics.DELETE_ERRORS.inc();
+      return;
+    }
     mPageStoreDirs.forEach(dir -> {
       try {
         dir.scanPages(pageInfoOpt -> {