diff --git a/cluster/calcium/service.go b/cluster/calcium/service.go
index aa94f74a1..c8da863e4 100644
--- a/cluster/calcium/service.go
+++ b/cluster/calcium/service.go
@@ -101,17 +101,22 @@ func (c *Calcium) RegisterService(ctx context.Context) (unregister func(), err e
 		log.Errorf("[RegisterService] failed to get outbound address: %v", err)
 		return
 	}
-	if err = c.store.RegisterService(ctx, serviceAddress, c.config.GRPCConfig.ServiceHeartbeatInterval); err != nil {
+
+	ctxRegister, cancel := context.WithTimeout(ctx, time.Second)
+	defer cancel()
+	if err = c.store.RegisterService(ctxRegister, serviceAddress, c.config.GRPCConfig.ServiceHeartbeatInterval); err != nil {
 		log.Errorf("[RegisterService] failed to register service: %v", err)
 		return
 	}
 
 	done := make(chan struct{})
-	ctx, cancel := context.WithCancel(ctx)
+	ctxHeartbeat, cancelHeartbeat := context.WithCancel(ctx)
 	go func() {
 		defer close(done)
 		defer func() {
-			if err := c.store.UnregisterService(context.Background(), serviceAddress); err != nil {
+			ctxUnregister, cancel := context.WithTimeout(context.Background(), time.Second)
+			defer cancel()
+			if err := c.store.UnregisterService(ctxUnregister, serviceAddress); err != nil {
 				log.Errorf("[RegisterService] failed to unregister service: %v", err)
 			}
 		}()
@@ -120,17 +125,19 @@ func (c *Calcium) RegisterService(ctx context.Context) (unregister func(), err e
 		for {
 			select {
 			case <-timer.C:
-				if err := c.store.RegisterService(ctx, serviceAddress, c.config.GRPCConfig.ServiceHeartbeatInterval); err != nil {
+				ctxRegister, cancel = context.WithTimeout(ctxHeartbeat, time.Second)
+				if err := c.store.RegisterService(ctxRegister, serviceAddress, c.config.GRPCConfig.ServiceHeartbeatInterval); err != nil {
 					log.Errorf("[RegisterService] failed to register service: %v", err)
 				}
-			case <-ctx.Done():
-				log.Infof("[RegisterService] context done: %v", ctx.Err())
+				cancel()
+			case <-ctxRegister.Done():
+				log.Infof("[RegisterService] context done: %v", ctxRegister.Err())
 				return
 			}
 		}
 	}()
 	return func() {
-		cancel()
+		cancelHeartbeat()
 		<-done
 	}, err
 }
diff --git a/cluster/calcium/service_test.go b/cluster/calcium/service_test.go
index 171f4229a..17d0c6471 100644
--- a/cluster/calcium/service_test.go
+++ b/cluster/calcium/service_test.go
@@ -21,7 +21,7 @@ func TestServiceStatusStream(t *testing.T) {
 	c.store = store
 
 	registered := map[string]int{}
-	store.On("RegisterService", mock.AnythingOfType("*context.cancelCtx"), mock.AnythingOfType("string"), mock.AnythingOfType("time.Duration")).Return(
+	store.On("RegisterService", mock.AnythingOfType("*context.timerCtx"), mock.AnythingOfType("string"), mock.AnythingOfType("time.Duration")).Return(
 		func(_ context.Context, addr string, _ time.Duration) error {
 			if v, ok := registered[addr]; ok {
 				registered[addr] = v + 1
@@ -31,7 +31,7 @@ func TestServiceStatusStream(t *testing.T) {
 			return nil
 		},
 	)
-	store.On("UnregisterService", mock.AnythingOfType("*context.emptyCtx"), mock.AnythingOfType("string")).Return(
+	store.On("UnregisterService", mock.AnythingOfType("*context.timerCtx"), mock.AnythingOfType("string")).Return(
 		func(_ context.Context, addr string) error {
 			delete(registered, addr)
 			return nil