diff --git a/interactive_engine/executor/engine/pegasus/executor/src/reactor.rs b/interactive_engine/executor/engine/pegasus/executor/src/reactor.rs
index f9ea6143bea6..f0c7ea5672ce 100644
--- a/interactive_engine/executor/engine/pegasus/executor/src/reactor.rs
+++ b/interactive_engine/executor/engine/pegasus/executor/src/reactor.rs
@@ -72,7 +72,7 @@ enum RunTask {
     Users(GeneralTask),
 }
 
-pub struct ExecutorRuntime {
+pub struct PooledExecutorRuntime {
     pub max_core: usize,
     current_core: usize,
     task_rx: Receiver<TaskPackage>,
@@ -255,14 +255,14 @@ fn work_loop(
     );
 }
 
-impl ExecutorRuntime {
+impl PooledExecutorRuntime {
     fn new(core: usize, task_rx: Receiver<TaskPackage>) -> Self {
         assert!(core > 0);
         let mut in_flows = Vec::with_capacity(core);
         for _ in 0..core {
             in_flows.push(Arc::new(SegQueue::new()));
         }
-        ExecutorRuntime {
+        PooledExecutorRuntime {
             max_core: core,
             current_core: 1,
             task_rx,
@@ -342,15 +342,6 @@ impl ExecutorRuntime {
         }
     }
 
-    #[inline]
-    fn set_core_size(&mut self, core: usize) {
-        if core < 1 {
-            error!("core pool size can't less than 1; keep default;");
-        } else {
-            self.max_core = core;
-        }
-    }
-
     #[inline]
     fn try_fork_new_thread(
         &mut self, queue: &WorkStealQueue<RunTask>, not_readies: &Arc<SegQueue<GeneralTask>>,
@@ -397,17 +388,17 @@ enum TaskPackage {
     Batch(Vec<GeneralTask>),
 }
 
-pub struct ExecutorProxy {
+pub struct PooledExecutorProxy {
     task_tx: Sender<TaskPackage>,
 }
 
-impl ExecutorProxy {
+impl PooledExecutorProxy {
     fn new(task_tx: Sender<TaskPackage>) -> Self {
-        ExecutorProxy { task_tx }
+        Self { task_tx }
     }
 }
 
-impl Executor for ExecutorProxy {
+impl Executor for PooledExecutorProxy {
     fn spawn<T: Task + 'static>(&self, task: T) -> Result<(), RejectError<T>> {
         if SHUTDOWN_HOOK.load(Ordering::SeqCst) {
             Err(RejectError(task))
@@ -445,23 +436,166 @@ impl Executor for ExecutorProxy {
     }
 }
 
-impl Clone for ExecutorProxy {
+impl Clone for PooledExecutorProxy {
     fn clone(&self) -> Self {
-        ExecutorProxy { task_tx: self.task_tx.clone() }
+        PooledExecutorProxy { task_tx: self.task_tx.clone() }
+    }
+}
+
+pub struct DirectExecutorProxy {
+    seq: AtomicUsize,
+    tx: Sender<JoinHandle<()>>,
+}
+
+impl DirectExecutorProxy {
+    fn new(tx: Sender<JoinHandle<()>>) -> Self {
+        Self { seq: AtomicUsize::new(0), tx }
+    }
+}
+
+impl Executor for DirectExecutorProxy {
+    fn spawn<T: Task + 'static>(&self, mut task: T) -> Result<(), RejectError<T>> {
+        let seq = self.seq.fetch_add(1, Ordering::SeqCst);
+        let g = std::thread::Builder::new()
+            .name(format!("direct_task_{}", seq))
+            .spawn(move || loop {
+                match task.check_ready() {
+                    TaskState::Finished => {
+                        break;
+                    }
+                    TaskState::NotReady => {
+                        std::thread::yield_now();
+                    }
+                    TaskState::Ready => match task.execute() {
+                        TaskState::Finished => {
+                            break;
+                        }
+                        TaskState::NotReady => {
+                            std::thread::yield_now();
+                        }
+                        TaskState::Ready => {
+                            continue;
+                        }
+                    },
+                }
+            })
+            .expect("spawn new thread fail;");
+
+        self.tx.send(g).ok();
+        Ok(())
+    }
+
+    fn spawn_batch<T: Task + 'static, I: IntoIterator<Item = T>>(
+        &self, tasks: I,
+    ) -> Result<(), RejectError<()>> {
+        for task in tasks {
+            self.spawn(task).ok();
+        }
+        Ok(())
+    }
+}
+
+pub struct DirectExecutorRuntime(Receiver<JoinHandle<()>>);
+
+impl DirectExecutorRuntime {
+    fn new(rx: Receiver<JoinHandle<()>>) -> Self {
+        Self(rx)
+    }
+
+    fn start(self) {
+        std::thread::Builder::new()
+            .name("direct-boss".into())
+            .spawn(move || {
+                while SHUTDOWN_HOOK.load(Ordering::SeqCst) {
+                    match self.0.recv_timeout(Duration::from_secs(1)) {
+                        Ok(g) => {
+                            let name = g
+                                .thread()
+                                .name()
+                                .map(|n| n.to_owned())
+                                .unwrap_or_else(|| "unknown".into());
+                            match g.join() {
+                                Ok(_) => {
+                                    debug!("execute {} finished;", name);
+                                }
+                                Err(_err) => {
+                                    error!("fail to execute {}; ", name);
+                                    // std::panic::resume_unwind(err);
+                                }
+                            }
+                        }
+                        Err(_e) => {
+                            // do nothing and continue;
+                        }
+                    }
+                }
+            })
+            .expect("start direct fail;")
+            .join()
+            .ok();
+    }
+}
+
+pub enum ExecutorProxy {
+    Direct(DirectExecutorProxy),
+    Pooled(PooledExecutorProxy),
+}
+
+impl Executor for ExecutorProxy {
+    fn spawn<T: Task + 'static>(&self, task: T) -> Result<(), RejectError<T>> {
+        match self {
+            ExecutorProxy::Direct(e) => e.spawn(task),
+            ExecutorProxy::Pooled(e) => e.spawn(task),
+        }
+    }
+
+    fn spawn_batch<T: Task + 'static, I: IntoIterator<Item = T>>(
+        &self, tasks: I,
+    ) -> Result<(), RejectError<()>> {
+        match self {
+            ExecutorProxy::Direct(e) => e.spawn_batch(tasks),
+            ExecutorProxy::Pooled(e) => e.spawn_batch(tasks),
+        }
+    }
+}
+
+pub enum ExecutorRuntime {
+    Direct(DirectExecutorRuntime),
+    Pooled(PooledExecutorRuntime),
+}
+
+impl ExecutorRuntime {
+    fn start(self) {
+        match self {
+            ExecutorRuntime::Direct(e) => e.start(),
+            ExecutorRuntime::Pooled(e) => e.start(),
+        }
     }
 }
 
 static CORE_POOL_SIZE: &'static str = "PEGASUS_CORE_POOL_SIZE";
 
 pub fn init_executor() -> (Mutex<Option<ExecutorRuntime>>, ExecutorProxy) {
-    let (tx, rx) = crossbeam_channel::unbounded();
-    let cpus = num_cpus::get();
     let core = ::std::env::var(CORE_POOL_SIZE)
-        .map(|value| value.parse::<usize>().unwrap_or(cpus))
-        .unwrap_or(cpus);
-    let runtime = Mutex::new(Some(ExecutorRuntime::new(core, rx)));
-    let proxy = ExecutorProxy::new(tx);
-    (runtime, proxy)
+        .map(|value| {
+            value
+                .parse::<usize>()
+                .unwrap_or_else(|_| num_cpus::get())
+        })
+        .unwrap_or_else(|_| num_cpus::get());
+    if core > 0 {
+        let (tx, rx) = crossbeam_channel::unbounded();
+        let executor = PooledExecutorRuntime::new(core, rx);
+        let runtime = Mutex::new(Some(ExecutorRuntime::Pooled(executor)));
+        let proxy = ExecutorProxy::Pooled(PooledExecutorProxy::new(tx));
+        (runtime, proxy)
+    } else {
+        let (tx, rx) = crossbeam_channel::unbounded();
+        let executor = DirectExecutorRuntime::new(rx);
+        let runtime = Mutex::new(Some(ExecutorRuntime::Direct(executor)));
+        let proxy = ExecutorProxy::Direct(DirectExecutorProxy::new(tx));
+        (runtime, proxy)
+    }
 }
 
 struct ExecutorGuard {
@@ -515,6 +649,8 @@ fn start_executor() {
         } else {
             error!("Global executor runtime is already started;");
         }
+    } else {
+        error!("can't start executor as the executor is in shutdown, try start later;")
     }
 }
 
@@ -586,12 +722,13 @@ pub fn is_shutdown() -> bool {
 /// It is recommended that use the environment variable `export PEGASUS_CORE_POOL_SIZE = n` to
 /// set the thread size;
 pub fn set_core_pool_size(core: usize) {
-    let mut lock = EXECUTOR.0.lock().expect("Executor lock poison");
-    if let Some(executor) = lock.as_mut() {
-        executor.set_core_size(core);
-    } else {
-        error!("Global executor runtime is already started;");
-    }
+    std::env::set_var(CORE_POOL_SIZE, core.to_string());
+    // let mut lock = EXECUTOR.0.lock().expect("Executor lock poison");
+    // if let Some(executor) = lock.as_mut() {
+    //     executor.set_core_size(core);
+    // } else {
+    //     error!("Global executor runtime is already started;");
+    // }
 }
 
 /// Spawn a new task to the reactor [`Executor`];