diff --git a/be/src/agent/task_worker_pool.cpp b/be/src/agent/task_worker_pool.cpp
index f1f61fdb660d4a..733eb7a001f195 100644
--- a/be/src/agent/task_worker_pool.cpp
+++ b/be/src/agent/task_worker_pool.cpp
@@ -1847,9 +1847,10 @@ void TaskWorkerPool::_push_cooldown_conf_worker_thread_callback() {
                 LOG(WARNING) << "failed to get tablet. tablet_id=" << tablet_id;
                 continue;
             }
-            tablet->update_cooldown_conf(cooldown_conf.cooldown_term,
-                                         cooldown_conf.cooldown_replica_id);
-            // TODO(AlexYue): if `update_cooldown_conf` success, async call `write_cooldown_meta`
+            if (tablet->update_cooldown_conf(cooldown_conf.cooldown_term,
+                                             cooldown_conf.cooldown_replica_id)) {
+                Tablet::async_write_cooldown_meta(tablet);
+            }
         }
     }
 }
diff --git a/be/src/olap/cold_data_compaction.cpp b/be/src/olap/cold_data_compaction.cpp
index 9fbeef824503b4..2a27d92acb930f 100644
--- a/be/src/olap/cold_data_compaction.cpp
+++ b/be/src/olap/cold_data_compaction.cpp
@@ -80,8 +80,7 @@ Status ColdDataCompaction::modify_rowsets(const Merger::Statistics* stats) {
         _tablet->save_meta();
     }
     // write remote tablet meta
-    // TODO(AlexYue): async call `write_cooldown_meta`
-    RETURN_IF_ERROR(_tablet->write_cooldown_meta());
+    Tablet::async_write_cooldown_meta(_tablet);
     return Status::OK();
 }
 
diff --git a/be/src/olap/tablet.cpp b/be/src/olap/tablet.cpp
index d20fa26e77e201..b1f25b67ab629f 100644
--- a/be/src/olap/tablet.cpp
+++ b/be/src/olap/tablet.cpp
@@ -95,6 +95,43 @@ bvar::Adder<uint64_t> exceed_version_limit_counter;
 bvar::Window<bvar::Adder<uint64_t>> exceed_version_limit_counter_minute(
         &exceed_version_limit_counter, 60);
 
+struct WriteCooldownMetaExecutors {
+    WriteCooldownMetaExecutors(size_t executor_nums = 5) : _executor_nums(executor_nums) {
+        for (size_t i = 0; i < _executor_nums; i++) {
+            std::unique_ptr<ThreadPool> pool;
+            ThreadPoolBuilder("AsyncWriteCooldownMetaExecutor")
+                    .set_min_threads(1)
+                    .set_max_threads(1)
+                    .set_max_queue_size(std::numeric_limits<int>::max())
+                    .build(&pool);
+            _executors.emplace_back(std::move(pool));
+        }
+    }
+
+    static WriteCooldownMetaExecutors* GetInstance() {
+        static WriteCooldownMetaExecutors instance;
+        return &instance;
+    }
+
+    void submit(int64_t tablet_id, std::function<void()> task);
+    size_t _get_executor_pos(int64_t tablet_id) const { return tablet_id % _executor_nums; };
+    std::vector<std::unique_ptr<ThreadPool>> _executors;
+    std::unordered_set<int64_t> _pengding_tablets;
+    std::mutex _latch;
+    size_t _executor_nums;
+};
+
+void WriteCooldownMetaExecutors::submit(int64_t tablet_id, std::function<void()> task) {
+    {
+        std::unique_lock<std::mutex> lck {_latch};
+        if (_pengding_tablets.count(tablet_id) > 0) {
+            return;
+        }
+        _pengding_tablets.insert(tablet_id);
+    }
+    _executors[_get_executor_pos(tablet_id)]->submit_func([task = std::move(task)]() { task(); });
+}
+
 TabletSharedPtr Tablet::create_tablet_from_meta(TabletMetaSharedPtr tablet_meta,
                                                 DataDir* data_dir) {
     return std::make_shared<Tablet>(tablet_meta, data_dir);
@@ -1769,8 +1806,7 @@ Status Tablet::_cooldown_data() {
         save_meta();
     }
     // upload cooldowned rowset meta to remote fs
-    // TODO(AlexYue): async call `write_cooldown_meta`
-    RETURN_IF_ERROR(write_cooldown_meta());
+    async_write_cooldown_meta(StorageEngine::instance()->tablet_manager()->get_tablet(tablet_id()));
     return Status::OK();
 }
 
@@ -1810,11 +1846,32 @@ Status check_version_continuity(const std::vector<RowsetMetaSharedPtr>& rs_metas
     return Status::OK();
 }
 
-Status Tablet::write_cooldown_meta() {
+// It's guaranteed the write cooldown meta task would be invoked at the end unless BE crashes
+// one tablet would at most have one async task to be done
+void Tablet::async_write_cooldown_meta(TabletSharedPtr tablet) {
+    auto tablet_id = tablet->tablet_id();
+    auto async_write_task = [t = std::move(tablet)]() {
+        auto ex = WriteCooldownMetaExecutors::GetInstance();
+        {
+            std::unique_lock<std::mutex> lck {ex->_latch};
+            ex->_pengding_tablets.erase(t->tablet_id());
+        }
+        auto s = t->_write_cooldown_meta();
+        if (s.ok()) {
+            return;
+        }
+        LOG_WARNING("write tablet {} cooldown meta failed because: {}", t->tablet_id(),
+                    s.to_string());
+        if (!s.is<ABORTED>()) {
+            ex->submit(t->tablet_id(), [t]() { Tablet::async_write_cooldown_meta(t); });
+        }
+    };
+    WriteCooldownMetaExecutors::GetInstance()->submit(tablet_id, std::move(async_write_task));
+}
+
+// hold SHARED `cooldown_conf_lock`
+Status Tablet::_write_cooldown_meta() {
     auto [cooldown_replica_id, cooldown_term] = cooldown_conf();
-    if (cooldown_replica_id != replica_id()) {
-        return Status::Aborted("this replica is not cooldown replica");
-    }
 
     std::shared_ptr<io::RemoteFileSystem> fs;
     RETURN_IF_ERROR(get_remote_file_system(storage_policy_id(), &fs));
diff --git a/be/src/olap/tablet.h b/be/src/olap/tablet.h
index 5931faab828789..e22bebf8900bc8 100644
--- a/be/src/olap/tablet.h
+++ b/be/src/olap/tablet.h
@@ -364,7 +364,7 @@ class Tablet : public BaseTablet {
 
     std::shared_mutex& get_cooldown_conf_lock() { return _cooldown_conf_lock; }
 
-    Status write_cooldown_meta();
+    static void async_write_cooldown_meta(TabletSharedPtr tablet);
     ////////////////////////////////////////////////////////////////////////////
     // end cooldown functions
     ////////////////////////////////////////////////////////////////////////////
@@ -476,6 +476,7 @@ class Tablet : public BaseTablet {
     Status _follow_cooldowned_data();
     Status _read_cooldown_meta(const std::shared_ptr<io::RemoteFileSystem>& fs,
                                TabletMetaPB* tablet_meta_pb);
+    Status _write_cooldown_meta();
     ////////////////////////////////////////////////////////////////////////////
     // end cooldown functions
     ////////////////////////////////////////////////////////////////////////////
diff --git a/be/test/olap/tablet_cooldown_test.cpp b/be/test/olap/tablet_cooldown_test.cpp
index b842f82d597a4a..63f256129b3c0c 100644
--- a/be/test/olap/tablet_cooldown_test.cpp
+++ b/be/test/olap/tablet_cooldown_test.cpp
@@ -366,6 +366,7 @@ TEST_F(TabletCooldownTest, normal) {
     ASSERT_EQ(Status::OK(), st);
     st = tablet1->cooldown(); // rowset [2-2]
     ASSERT_EQ(Status::OK(), st);
+    sleep(30);
     auto rs = tablet1->get_rowset_by_version({2, 2});
     ASSERT_FALSE(rs->is_local());
 
@@ -391,6 +392,7 @@ TEST_F(TabletCooldownTest, normal) {
     tablet2->update_cooldown_conf(2, kReplicaId);
     st = tablet2->cooldown(); // rowset [0-1]
     ASSERT_EQ(Status::OK(), st);
+    sleep(30);
     auto rs2 = tablet2->get_rowset_by_version({2, 2});
     ASSERT_FALSE(rs2->is_local());