diff --git a/be/src/pipeline/pipeline_x/dependency.cpp b/be/src/pipeline/pipeline_x/dependency.cpp
index 073bd27d3d..2fcf0906c1 100644
--- a/be/src/pipeline/pipeline_x/dependency.cpp
+++ b/be/src/pipeline/pipeline_x/dependency.cpp
@@ -24,6 +24,7 @@
 #include "pipeline/pipeline_fragment_context.h"
 #include "pipeline/pipeline_task.h"
 #include "pipeline/pipeline_x/pipeline_x_task.h"
+#include "runtime/exec_env.h"
 #include "runtime/memory/mem_tracker.h"
 
 namespace doris::pipeline {
@@ -153,57 +154,6 @@ void RuntimeFilterTimer::call_has_release() {
     // so there is no need to take any action.
 }
 
-struct RuntimeFilterTimerQueue {
-    constexpr static int64_t interval = 50;
-    void start() {
-        while (true) {
-            std::unique_lock<std::mutex> lk(cv_m);
-
-            cv.wait(lk, [this] { return !_que.empty(); });
-            {
-                std::unique_lock<std::mutex> lc(_que_lock);
-                std::list<std::shared_ptr<RuntimeFilterTimer>> new_que;
-                for (auto& it : _que) {
-                    if (it.use_count() == 1) {
-                        it->call_has_release();
-                    } else if (it->has_ready()) {
-                        it->call_has_ready();
-                    } else {
-                        int64_t ms_since_registration = MonotonicMillis() - it->registration_time();
-                        if (ms_since_registration > it->wait_time_ms()) {
-                            it->call_timeout();
-                        } else {
-                            new_que.push_back(std::move(it));
-                        }
-                    }
-                }
-                new_que.swap(_que);
-            }
-            std::this_thread::sleep_for(std::chrono::milliseconds(interval));
-        }
-    }
-    ~RuntimeFilterTimerQueue() { _thread.detach(); }
-    RuntimeFilterTimerQueue() { _thread = std::thread(&RuntimeFilterTimerQueue::start, this); }
-    static void push_filter_timer(std::shared_ptr<RuntimeFilterTimer> filter) {
-        static RuntimeFilterTimerQueue timer_que;
-
-        timer_que.push(filter);
-    }
-
-    void push(std::shared_ptr<RuntimeFilterTimer> filter) {
-        std::unique_lock<std::mutex> lc(_que_lock);
-        _que.push_back(filter);
-        cv.notify_all();
-    }
-
-    std::thread _thread;
-    std::condition_variable cv;
-    std::mutex cv_m;
-    std::mutex _que_lock;
-
-    std::list<std::shared_ptr<RuntimeFilterTimer>> _que;
-};
-
 void RuntimeFilterDependency::add_filters(IRuntimeFilter* runtime_filter) {
     _filters++;
     int64_t registration_time = runtime_filter->registration_time();
@@ -212,7 +162,7 @@ void RuntimeFilterDependency::add_filters(IRuntimeFilter* runtime_filter) {
             registration_time, wait_time_ms,
             std::dynamic_pointer_cast<RuntimeFilterDependency>(shared_from_this()), runtime_filter);
     runtime_filter->set_filter_timer(filter_timer);
-    RuntimeFilterTimerQueue::push_filter_timer(filter_timer);
+    ExecEnv::GetInstance()->runtime_filter_timer_queue()->push_filter_timer(filter_timer);
 }
 
 void RuntimeFilterDependency::sub_filters() {
diff --git a/be/src/pipeline/pipeline_x/dependency.h b/be/src/pipeline/pipeline_x/dependency.h
index 32aa1ff4cf..8a55efcdb7 100644
--- a/be/src/pipeline/pipeline_x/dependency.h
+++ b/be/src/pipeline/pipeline_x/dependency.h
@@ -190,6 +190,68 @@ private:
     IRuntimeFilter* _runtime_filter = nullptr;
 };
 
+struct RuntimeFilterTimerQueue {
+    constexpr static int64_t interval = 10;
+    void run() { _thread.detach(); }
+    void start() {
+        while (!_stop) {
+            std::unique_lock<std::mutex> lk(cv_m);
+
+            cv.wait(lk, [this] { return !_que.empty() || _stop; });
+            if (_stop) {
+                break;
+            }
+            {
+                std::unique_lock<std::mutex> lc(_que_lock);
+                std::list<std::shared_ptr<pipeline::RuntimeFilterTimer>> new_que;
+                for (auto& it : _que) {
+                    if (it.use_count() == 1) {
+                        it->call_has_release();
+                    } else if (it->has_ready()) {
+                        it->call_has_ready();
+                    } else {
+                        int64_t ms_since_registration = MonotonicMillis() - it->registration_time();
+                        if (ms_since_registration > it->wait_time_ms()) {
+                            it->call_timeout();
+                        } else {
+                            new_que.push_back(std::move(it));
+                        }
+                    }
+                }
+                new_que.swap(_que);
+            }
+            std::this_thread::sleep_for(std::chrono::milliseconds(interval));
+        }
+        _shutdown = true;
+    }
+
+    void stop() { _stop = true; }
+
+    void wait_for_shutdown() const {
+        while (!_shutdown) {
+            std::this_thread::sleep_for(std::chrono::milliseconds(interval));
+        }
+    }
+
+    ~RuntimeFilterTimerQueue() { wait_for_shutdown(); }
+    RuntimeFilterTimerQueue() { _thread = std::thread(&RuntimeFilterTimerQueue::start, this); }
+    void push_filter_timer(std::shared_ptr<pipeline::RuntimeFilterTimer> filter) { push(filter); }
+
+    void push(std::shared_ptr<pipeline::RuntimeFilterTimer> filter) {
+        std::unique_lock<std::mutex> lc(_que_lock);
+        _que.push_back(filter);
+        cv.notify_all();
+    }
+
+    std::thread _thread;
+    std::condition_variable cv;
+    std::mutex cv_m;
+    std::mutex _que_lock;
+    std::atomic_bool _stop = false;
+    std::atomic_bool _shutdown = false;
+    std::list<std::shared_ptr<pipeline::RuntimeFilterTimer>> _que;
+};
+
 class RuntimeFilterDependency final : public Dependency {
 public:
     RuntimeFilterDependency(int id, int node_id, std::string name, QueryContext* query_ctx)
diff --git a/be/src/runtime/exec_env.h b/be/src/runtime/exec_env.h
index 2bcf9b1b91..c405953d6c 100644
--- a/be/src/runtime/exec_env.h
+++ b/be/src/runtime/exec_env.h
@@ -46,6 +46,7 @@ class DeltaWriterV2Pool;
 namespace pipeline {
 class TaskScheduler;
 class BlockedTaskScheduler;
+struct RuntimeFilterTimerQueue;
 } // namespace pipeline
 namespace taskgroup {
 class TaskGroupManager;
@@ -271,6 +272,10 @@ public:
         return _global_block_scheduler;
     }
 
+    doris::pipeline::RuntimeFilterTimerQueue* runtime_filter_timer_queue() {
+        return _runtime_filter_timer_queue;
+    }
+
 private:
     ExecEnv();
 
@@ -382,6 +387,8 @@ private:
     std::shared_ptr<doris::pipeline::BlockedTaskScheduler> _without_group_block_scheduler;
     // used for query with workload group cpu soft limit
     std::shared_ptr<doris::pipeline::BlockedTaskScheduler> _with_group_block_scheduler;
+
+    doris::pipeline::RuntimeFilterTimerQueue* _runtime_filter_timer_queue = nullptr;
 };
 
 template <>
diff --git a/be/src/runtime/exec_env_init.cpp b/be/src/runtime/exec_env_init.cpp
index 1deead9170..9703dffb9b 100644
--- a/be/src/runtime/exec_env_init.cpp
+++ b/be/src/runtime/exec_env_init.cpp
@@ -297,6 +297,8 @@ Status ExecEnv::init_pipeline_task_scheduler() {
 
     _global_block_scheduler = std::make_shared<pipeline::BlockedTaskScheduler>();
     RETURN_IF_ERROR(_global_block_scheduler->start("GlobalBlockSche"));
+    _runtime_filter_timer_queue = new doris::pipeline::RuntimeFilterTimerQueue();
+    _runtime_filter_timer_queue->run();
     return Status::OK();
 }
 
@@ -550,6 +552,7 @@ void ExecEnv::destroy() {
 
     SAFE_STOP(_external_scan_context_mgr);
     SAFE_STOP(_fragment_mgr);
+    SAFE_STOP(_runtime_filter_timer_queue);
     // NewLoadStreamMgr should be destoried before storage_engine & after fragment_mgr stopped.
     _new_load_stream_mgr.reset();
     _stream_load_executor.reset();
@@ -617,6 +620,7 @@ void ExecEnv::destroy() {
     SAFE_DELETE(_with_group_task_scheduler);
     SAFE_DELETE(_without_group_task_scheduler);
     SAFE_DELETE(_file_cache_factory);
+    SAFE_DELETE(_runtime_filter_timer_queue);
     // TODO(zhiqiang): Maybe we should call shutdown before release thread pool?
     _join_node_thread_pool.reset(nullptr);
     _send_report_thread_pool.reset(nullptr);