diff --git a/config/graceful_shutdown.go b/config/graceful_shutdown.go
index 76bb07d59a..6b81c5df10 100644
--- a/config/graceful_shutdown.go
+++ b/config/graceful_shutdown.go
@@ -181,10 +181,13 @@ func waitingProviderProcessedTimeout(shutdownConfig *ShutdownConfig) {
 	}
 	deadline := time.Now().Add(timeout)
 
-	for time.Now().Before(deadline) && shutdownConfig.ProviderActiveCount.Load() > 0 {
+	offlineRequestWindowTimeout := shutdownConfig.GetOfflineRequestWindowTimeout()
+	for time.Now().Before(deadline) &&
+		(shutdownConfig.ProviderActiveCount.Load() > 0 || time.Now().Before(shutdownConfig.ProviderLastReceivedRequestTime.Load().Add(offlineRequestWindowTimeout))) {
 		// sleep 10 ms and then we check it again
 		time.Sleep(10 * time.Millisecond)
-		logger.Infof("waiting for provider active invocation count = %d", shutdownConfig.ProviderActiveCount.Load())
+		logger.Infof("waiting for provider active invocation count = %d, provider last received request time: %v",
+			shutdownConfig.ProviderActiveCount.Load(), shutdownConfig.ProviderLastReceivedRequestTime.Load())
 	}
 }
 
diff --git a/config/graceful_shutdown_config.go b/config/graceful_shutdown_config.go
index 93ea9d3aeb..d0779a8e68 100644
--- a/config/graceful_shutdown_config.go
+++ b/config/graceful_shutdown_config.go
@@ -34,9 +34,10 @@ import (
 )
 
 const (
-	defaultTimeout                = 60 * time.Second
-	defaultStepTimeout            = 3 * time.Second
-	defaultConsumerUpdateWaitTime = 3 * time.Second
+	defaultTimeout                     = 60 * time.Second
+	defaultStepTimeout                 = 3 * time.Second
+	defaultConsumerUpdateWaitTime      = 3 * time.Second
+	defaultOfflineRequestWindowTimeout = 3 * time.Second
 )
 
 // ShutdownConfig is used as configuration for graceful shutdown
@@ -66,12 +67,16 @@ type ShutdownConfig struct {
 	RejectRequestHandler string `yaml:"reject-handler" json:"reject-handler,omitempty" property:"reject_handler"`
 	// internal listen kill signal，the default is true.
 	InternalSignal bool `default:"true" yaml:"internal-signal" json:"internal.signal,omitempty" property:"internal.signal"`
-
+	// offline request window length
+	OfflineRequestWindowTimeout string `yaml:"offline-request-window-timeout" json:"offlineRequestWindowTimeout,omitempty" property:"offlineRequestWindowTimeout"`
 	// true -> new request will be rejected.
 	RejectRequest atomic.Bool
 	// active invocation
 	ConsumerActiveCount atomic.Int32
 	ProviderActiveCount atomic.Int32
+
+	// provider last received request timestamp
+	ProviderLastReceivedRequestTime atomic.Time
 }
 
 // Prefix dubbo.shutdown
@@ -99,6 +104,16 @@ func (config *ShutdownConfig) GetStepTimeout() time.Duration {
 	return result
 }
 
+func (config *ShutdownConfig) GetOfflineRequestWindowTimeout() time.Duration {
+	result, err := time.ParseDuration(config.OfflineRequestWindowTimeout)
+	if err != nil {
+		logger.Errorf("The OfflineRequestWindowTimeout configuration is invalid: %s, and we will use the default value: %s, err: %v",
+			config.OfflineRequestWindowTimeout, defaultOfflineRequestWindowTimeout.String(), err)
+		return defaultOfflineRequestWindowTimeout
+	}
+	return result
+}
+
 func (config *ShutdownConfig) GetConsumerUpdateWaitTime() time.Duration {
 	result, err := time.ParseDuration(config.ConsumerUpdateWaitTime)
 	if err != nil {
@@ -150,3 +165,8 @@ func (scb *ShutdownConfigBuilder) Build() *ShutdownConfig {
 	defaults.Set(scb)
 	return scb.shutdownConfig
 }
+
+func (scb *ShutdownConfigBuilder) SetOfflineRequestWindowTimeout(offlineRequestWindowTimeout string) *ShutdownConfigBuilder {
+	scb.shutdownConfig.OfflineRequestWindowTimeout = offlineRequestWindowTimeout
+	return scb
+}
diff --git a/config/graceful_shutdown_config_test.go b/config/graceful_shutdown_config_test.go
index 3d4e8fa9c3..c76098b2d4 100644
--- a/config/graceful_shutdown_config_test.go
+++ b/config/graceful_shutdown_config_test.go
@@ -35,26 +35,37 @@ func TestShutdownConfigGetTimeout(t *testing.T) {
 	assert.False(t, config.RejectRequest.Load())
 
 	config = ShutdownConfig{
-		Timeout:     "60s",
-		StepTimeout: "10s",
+		Timeout:                     "60s",
+		StepTimeout:                 "10s",
+		OfflineRequestWindowTimeout: "30s",
 	}
 
 	assert.Equal(t, 60*time.Second, config.GetTimeout())
 	assert.Equal(t, 10*time.Second, config.GetStepTimeout())
-
+	assert.Equal(t, 30*time.Second, config.GetOfflineRequestWindowTimeout())
 	config = ShutdownConfig{
-		Timeout:     "34ms",
-		StepTimeout: "79ms",
+		Timeout:                     "34ms",
+		StepTimeout:                 "79ms",
+		OfflineRequestWindowTimeout: "13ms",
 	}
 
 	assert.Equal(t, 34*time.Millisecond, config.GetTimeout())
 	assert.Equal(t, 79*time.Millisecond, config.GetStepTimeout())
+	assert.Equal(t, 13*time.Millisecond, config.GetOfflineRequestWindowTimeout())
+
+	// test default
+	config = ShutdownConfig{}
+
+	assert.Equal(t, defaultTimeout, config.GetTimeout())
+	assert.Equal(t, defaultStepTimeout, config.GetStepTimeout())
+	assert.Equal(t, defaultOfflineRequestWindowTimeout, config.GetOfflineRequestWindowTimeout())
 }
 
 func TestNewShutDownConfigBuilder(t *testing.T) {
 	config := NewShutDownConfigBuilder().
 		SetTimeout("10s").
 		SetStepTimeout("15s").
+		SetOfflineRequestWindowTimeout("13s").
 		SetRejectRequestHandler("handler").
 		SetRejectRequest(true).
 		SetInternalSignal(true).
@@ -68,6 +79,8 @@ func TestNewShutDownConfigBuilder(t *testing.T) {
 	stepTimeout := config.GetStepTimeout()
 	assert.Equal(t, stepTimeout, 15*time.Second)
 
+	offlineRequestWindowTimeout := config.GetOfflineRequestWindowTimeout()
+	assert.Equal(t, offlineRequestWindowTimeout, 13*time.Second)
 	err := config.Init()
 	assert.NoError(t, err)
 
diff --git a/filter/graceful_shutdown/provider_filter.go b/filter/graceful_shutdown/provider_filter.go
index a883d05d7e..b9ad3a9650 100644
--- a/filter/graceful_shutdown/provider_filter.go
+++ b/filter/graceful_shutdown/provider_filter.go
@@ -20,6 +20,7 @@ package graceful_shutdown
 import (
 	"context"
 	"sync"
+	"time"
 )
 
 import (
@@ -75,6 +76,7 @@ func (f *providerGracefulShutdownFilter) Invoke(ctx context.Context, invoker pro
 		}
 	}
 	f.shutdownConfig.ProviderActiveCount.Inc()
+	f.shutdownConfig.ProviderLastReceivedRequestTime.Store(time.Now())
 	return invoker.Invoke(ctx, invocation)
 }