diff --git a/src/storage/src/scheduler.rs b/src/storage/src/scheduler.rs
index d9bb71a7cf..0fdbce6aa0 100644
--- a/src/storage/src/scheduler.rs
+++ b/src/storage/src/scheduler.rs
@@ -315,6 +315,7 @@ mod tests {
     use std::sync::atomic::{AtomicBool, AtomicI32};
     use std::time::Duration;
 
+    use futures_util::future::BoxFuture;
     use store_api::storage::RegionId;
 
     use super::*;
@@ -537,10 +538,49 @@ mod tests {
             .unwrap();
     }
 
+    struct MockAsyncHandler<F> {
+        cb: F,
+    }
+
+    #[async_trait::async_trait]
+    impl<F> Handler for MockAsyncHandler<F>
+    where
+        F: Fn() -> BoxFuture<'static, ()> + Send + Sync,
+    {
+        type Request = MockRequest;
+
+        async fn handle_request(
+            &self,
+            _req: Self::Request,
+            token: BoxedRateLimitToken,
+            finish_notifier: Arc<Notify>,
+        ) -> Result<()> {
+            let fut = (self.cb)();
+            fut.await;
+            token.try_release();
+            finish_notifier.notify_one();
+            Ok(())
+        }
+    }
+
     #[tokio::test]
     async fn test_schedule_duplicate_tasks() {
         common_telemetry::init_default_ut_logging();
-        let handler = MockHandler { cb: || {} };
+        let (tx, rx) = tokio::sync::watch::channel(false);
+        let handler = MockAsyncHandler {
+            cb: move || {
+                let mut rx = rx.clone();
+                Box::pin(async move {
+                    // Block the handler so it can't handle more requests.
+                    loop {
+                        rx.changed().await.unwrap();
+                        if *rx.borrow() {
+                            break;
+                        }
+                    }
+                }) as _ // Casts the Pin<Box<async block>> to Pin<Box<dyn Future>>
+            },
+        };
         let config = SchedulerConfig {
             max_inflight_tasks: 30,
         };
@@ -557,6 +597,7 @@ mod tests {
                 scheduled_task += 1;
             }
         }
+        tx.send(true).unwrap();
         scheduler.stop(true).await.unwrap();
         debug!("Schedule tasks: {}", scheduled_task);
         assert!(scheduled_task < 10);