diff --git a/be/src/runtime/load_stream.cpp b/be/src/runtime/load_stream.cpp
index 80cd167260c04d..203b9a4b3107df 100644
--- a/be/src/runtime/load_stream.cpp
+++ b/be/src/runtime/load_stream.cpp
@@ -66,6 +66,7 @@ TabletStream::TabletStream(PUniqueId load_id, int64_t id, int64_t txn_id,
     _profile = profile->create_child(fmt::format("TabletStream {}", id), true, true);
     _append_data_timer = ADD_TIMER(_profile, "AppendDataTime");
     _add_segment_timer = ADD_TIMER(_profile, "AddSegmentTime");
+    _close_timer = ADD_TIMER(_profile, "CloseTime");
     _close_wait_timer = ADD_TIMER(_profile, "CloseWaitTime");
 }
 
@@ -266,30 +267,23 @@ Status TabletStream::add_segment(const PStreamHeader& header, butil::IOBuf* data
     return _status;
 }
 
-Status TabletStream::close() {
+void TabletStream::_close() {
+    std::lock_guard<std::mutex> lock(_close_lock);
+    if (_closed == true) {
+        return;
+    }
+    Defer notify {[&]() {
+        _closed = true;
+        _close_cv.notify_all();
+    }};
     if (!_status.ok()) {
-        return _status;
+        return;
     }
 
-    SCOPED_TIMER(_close_wait_timer);
-    bthread::Mutex mu;
-    std::unique_lock<bthread::Mutex> lock(mu);
-    bthread::ConditionVariable cv;
-    auto wait_func = [this, &mu, &cv] {
-        signal::set_signal_task_id(_load_id);
-        for (auto& token : _flush_tokens) {
-            token->wait();
-        }
-        std::lock_guard<bthread::Mutex> lock(mu);
-        cv.notify_one();
-    };
-    bool ret = _load_stream_mgr->heavy_work_pool()->try_offer(wait_func);
-    if (ret) {
-        cv.wait(lock);
-    } else {
-        _status = Status::Error<ErrorCode::INTERNAL_ERROR>(
-                "there is not enough thread resource for close load");
-        return _status;
+    SCOPED_TIMER(_close_timer);
+    signal::set_signal_task_id(_load_id);
+    for (auto& token : _flush_tokens) {
+        token->wait();
     }
 
     DBUG_EXECUTE_IF("TabletStream.close.segment_num_mismatch", { _num_segments++; });
@@ -297,32 +291,37 @@ Status TabletStream::close() {
         _status = Status::Corruption(
                 "segment num mismatch in tablet {}, expected: {}, actual: {}, load_id: {}", _id,
                 _num_segments, _next_segid.load(), print_id(_load_id));
-        return _status;
+        return;
     }
 
     // it is necessary to check status after wait_func,
     // for create_rowset could fail during add_segment when loading to MOW table,
     // in this case, should skip close to avoid submit_calc_delete_bitmap_task which could cause coredump.
     if (!_status.ok()) {
-        return _status;
+        return;
     }
+    _status = _load_stream_writer->close();
+}
 
-    auto close_func = [this, &mu, &cv]() {
-        signal::set_signal_task_id(_load_id);
-        auto st = _load_stream_writer->close();
-        if (!st.ok() && _status.ok()) {
-            _status = st;
-        }
-        std::lock_guard<bthread::Mutex> lock(mu);
-        cv.notify_one();
-    };
-    ret = _load_stream_mgr->heavy_work_pool()->try_offer(close_func);
-    if (ret) {
-        cv.wait(lock);
-    } else {
+void TabletStream::close_async() {
+    if (_closing.exchange(true)) {
+        LOG(WARNING) << "skip double closing " << *this;
+        return;
+    }
+    bool ret = _load_stream_mgr->heavy_work_pool()->try_offer([&]() { _close(); });
+    if (!ret) {
         _status = Status::Error<ErrorCode::INTERNAL_ERROR>(
-                "there is not enough thread resource for close load");
+                "there is not enough thread resource for close_async");
     }
+}
+
+Status TabletStream::close_wait() {
+    SCOPED_TIMER(_close_wait_timer);
+    std::unique_lock<std::mutex> lock(_close_lock);
+    if (_closed == true) {
+        return _status;
+    }
+    _close_cv.wait(lock);
     return _status;
 }
 
@@ -392,7 +391,11 @@ void IndexStream::close(const std::vector<PTabletID>& tablets_to_commit,
     }
 
     for (auto& [_, tablet_stream] : _tablet_streams_map) {
-        auto st = tablet_stream->close();
+        tablet_stream->close_async();
+    }
+
+    for (auto& [_, tablet_stream] : _tablet_streams_map) {
+        auto st = tablet_stream->close_wait();
         if (st.ok()) {
             success_tablet_ids->push_back(tablet_stream->id());
         } else {
diff --git a/be/src/runtime/load_stream.h b/be/src/runtime/load_stream.h
index 3b649c688355fe..36cbc56982d234 100644
--- a/be/src/runtime/load_stream.h
+++ b/be/src/runtime/load_stream.h
@@ -54,12 +54,14 @@ class TabletStream {
     Status add_segment(const PStreamHeader& header, butil::IOBuf* data);
     void add_num_segments(int64_t num_segments) { _num_segments += num_segments; }
     void disable_num_segments_check() { _check_num_segments = false; }
-    Status close();
+    void close_async();
+    Status close_wait();
     int64_t id() const { return _id; }
 
     friend std::ostream& operator<<(std::ostream& ostr, const TabletStream& tablet_stream);
 
 private:
+    void _close();
     int64_t _id;
     LoadStreamWriterSharedPtr _load_stream_writer;
     std::vector<std::unique_ptr<ThreadPoolToken>> _flush_tokens;
@@ -71,9 +73,14 @@ class TabletStream {
     Status _status;
     PUniqueId _load_id;
     int64_t _txn_id;
+    std::atomic<bool> _closing = false;
+    bool _closed = false;
+    std::mutex _close_lock;
+    std::condition_variable _close_cv;
     RuntimeProfile* _profile = nullptr;
     RuntimeProfile::Counter* _append_data_timer = nullptr;
     RuntimeProfile::Counter* _add_segment_timer = nullptr;
+    RuntimeProfile::Counter* _close_timer = nullptr;
     RuntimeProfile::Counter* _close_wait_timer = nullptr;
     LoadStreamMgr* _load_stream_mgr = nullptr;
 };