diff --git a/be/src/olap/single_replica_compaction.cpp b/be/src/olap/single_replica_compaction.cpp
index 5b348ab2c1..d7f4e54f10 100644
--- a/be/src/olap/single_replica_compaction.cpp
+++ b/be/src/olap/single_replica_compaction.cpp
@@ -525,8 +525,7 @@ Status SingleReplicaCompaction::_finish_clone(const string& clone_dir,
                 LOG(WARNING) << "version not found in cloned tablet meta when do single compaction";
                 return Status::InternalError("version not found in cloned tablet meta");
             }
-            res = RowsetFactory::create_rowset(_tablet->tablet_schema(), _tablet->tablet_path(),
-                                               output_rs_meta, &_output_rowset);
+            res = _tablet->create_rowset(output_rs_meta, &_output_rowset);
             if (!res.ok()) {
                 LOG(WARNING) << "fail to init rowset. version=" << output_version;
                 return res;
diff --git a/be/src/olap/tablet.cpp b/be/src/olap/tablet.cpp
index 33e27122da..195f507257 100644
--- a/be/src/olap/tablet.cpp
+++ b/be/src/olap/tablet.cpp
@@ -302,8 +302,7 @@ Status Tablet::_init_once_action() {
     for (const auto& rs_meta : _tablet_meta->all_rs_metas()) {
         Version version = rs_meta->version();
         RowsetSharedPtr rowset;
-        res = RowsetFactory::create_rowset(_tablet_meta->tablet_schema(), _tablet_path, rs_meta,
-                                           &rowset);
+        res = create_rowset(rs_meta, &rowset);
         if (!res.ok()) {
             LOG(WARNING) << "fail to init rowset. tablet_id=" << tablet_id()
                          << ", schema_hash=" << schema_hash() << ", version=" << version
@@ -314,11 +313,10 @@ Status Tablet::_init_once_action() {
     }
 
     // init stale rowset
-    for (auto& stale_rs_meta : _tablet_meta->all_stale_rs_metas()) {
+    for (const auto& stale_rs_meta : _tablet_meta->all_stale_rs_metas()) {
         Version version = stale_rs_meta->version();
         RowsetSharedPtr rowset;
-        res = RowsetFactory::create_rowset(_tablet_meta->tablet_schema(), _tablet_path,
-                                           stale_rs_meta, &rowset);
+        res = create_rowset(stale_rs_meta, &rowset);
         if (!res.ok()) {
             LOG(WARNING) << "fail to init stale rowset. tablet_id:" << tablet_id()
                          << ", schema_hash:" << schema_hash() << ", version=" << version
@@ -2074,8 +2072,10 @@ void Tablet::_init_context_common_fields(RowsetWriterContext& context) {
 }
 
 Status Tablet::create_rowset(const RowsetMetaSharedPtr& rowset_meta, RowsetSharedPtr* rowset) {
-    return RowsetFactory::create_rowset(_tablet_meta->tablet_schema(), tablet_path(), rowset_meta,
-                                        rowset);
+    return RowsetFactory::create_rowset(
+            _tablet_meta->tablet_schema(),
+            rowset_meta->is_local() ? _tablet_path : remote_tablet_path(tablet_id()), rowset_meta,
+            rowset);
 }
 
 Status Tablet::cooldown() {
@@ -2371,8 +2371,8 @@ Status Tablet::_follow_cooldowned_data() {
             auto rs_meta = std::make_shared<RowsetMeta>();
             rs_meta->init_from_pb(*rs_pb_it);
             RowsetSharedPtr rs;
-            RETURN_IF_ERROR(RowsetFactory::create_rowset(_tablet_meta->tablet_schema(),
-                                                         _tablet_path, rs_meta, &rs));
+            RETURN_IF_ERROR(RowsetFactory::create_rowset(
+                    _tablet_meta->tablet_schema(), remote_tablet_path(tablet_id()), rs_meta, &rs));
             to_add.push_back(std::move(rs));
         }
         // Note: We CANNOT call `modify_rowsets` here because `modify_rowsets` cannot process version graph correctly.