diff --git a/client/resource_group/controller/limiter.go b/client/resource_group/controller/limiter.go
index 985b03761fd..faa2bad927e 100644
--- a/client/resource_group/controller/limiter.go
+++ b/client/resource_group/controller/limiter.go
@@ -335,7 +335,7 @@ func (lim *Limiter) Reconfigure(now time.Time,
 ) {
 	lim.mu.Lock()
 	defer lim.mu.Unlock()
-	logControllerTrace("[resource group controller] before reconfigure", zap.Float64("old-tokens", lim.tokens), zap.Float64("old-rate", float64(lim.limit)), zap.Float64("old-notify-threshold", args.NotifyThreshold), zap.Int64("old-burst", lim.burst))
+	logControllerTrace("[resource group controller] before reconfigure", zap.String("name", lim.name), zap.Float64("old-tokens", lim.tokens), zap.Float64("old-rate", float64(lim.limit)), zap.Float64("old-notify-threshold", args.NotifyThreshold), zap.Int64("old-burst", lim.burst))
 	if args.NewBurst < 0 {
 		lim.last = now
 		lim.tokens = args.NewTokens
@@ -351,7 +351,7 @@ func (lim *Limiter) Reconfigure(now time.Time,
 		opt(lim)
 	}
 	lim.maybeNotify()
-	logControllerTrace("[resource group controller] after reconfigure", zap.Float64("tokens", lim.tokens), zap.Float64("rate", float64(lim.limit)), zap.Float64("notify-threshold", args.NotifyThreshold), zap.Int64("burst", lim.burst))
+	logControllerTrace("[resource group controller] after reconfigure", zap.String("name", lim.name), zap.Float64("tokens", lim.tokens), zap.Float64("rate", float64(lim.limit)), zap.Float64("notify-threshold", args.NotifyThreshold), zap.Int64("burst", lim.burst))
 }
 
 // AvailableTokens decreases the amount of tokens currently available.
@@ -362,6 +362,14 @@ func (lim *Limiter) AvailableTokens(now time.Time) float64 {
 	return tokens
 }
 
+func (lim *Limiter) updateLast(t time.Time) {
+	// make sure lim.last is monotonic
+	// see issue: https://github.com/tikv/pd/issues/8435.
+	if lim.last.Before(t) {
+		lim.last = t
+	}
+}
+
 const reserveWarnLogInterval = 10 * time.Millisecond
 
 // reserveN is a helper method for Reserve.
@@ -406,7 +414,7 @@ func (lim *Limiter) reserveN(now time.Time, n float64, maxFutureReserve time.Dur
 	}
 	// Update state
 	if ok {
-		lim.last = now
+		lim.updateLast(now)
 		lim.tokens = tokens
 		lim.maybeNotify()
 	} else {
@@ -424,7 +432,7 @@ func (lim *Limiter) reserveN(now time.Time, n float64, maxFutureReserve time.Dur
 				zap.Int("remaining-notify-times", lim.remainingNotifyTimes),
 				zap.String("name", lim.name))
 		}
-		lim.last = last
+		lim.updateLast(last)
 		if lim.limit == 0 {
 			lim.notify()
 		} else if lim.remainingNotifyTimes > 0 {
diff --git a/client/resource_group/controller/limiter_test.go b/client/resource_group/controller/limiter_test.go
index 15364989cd7..4ce46703de8 100644
--- a/client/resource_group/controller/limiter_test.go
+++ b/client/resource_group/controller/limiter_test.go
@@ -20,8 +20,10 @@ package controller
 
 import (
 	"context"
+	"fmt"
 	"math"
 	"sync"
+	"sync/atomic"
 	"testing"
 	"time"
 
@@ -212,3 +214,80 @@ func TestCancelErrorOfReservation(t *testing.T) {
 	re.Error(err)
 	re.Contains(err.Error(), "context canceled")
 }
+
+func TestQPS(t *testing.T) {
+	re := require.New(t)
+	cases := []struct {
+		concurrency int
+		reserveN    int64
+		ruPerSec    int64
+	}{
+		{1000, 10, 400000},
+	}
+
+	for _, tc := range cases {
+		t.Run(fmt.Sprintf("concurrency=%d,reserveN=%d,limit=%d", tc.concurrency, tc.reserveN, tc.ruPerSec), func(t *testing.T) {
+			qps, ruSec, waitTime := testQPSCase(tc.concurrency, tc.reserveN, tc.ruPerSec)
+			t.Log(fmt.Printf("QPS: %.2f, RU: %.2f, new request need wait  %s\n", qps, ruSec, waitTime))
+			re.LessOrEqual(math.Abs(float64(tc.ruPerSec)-ruSec), float64(100)*float64(tc.reserveN))
+			re.LessOrEqual(math.Abs(float64(tc.ruPerSec)/float64(tc.reserveN)-qps), float64(100))
+		})
+	}
+}
+
+const testCaseRunTime = 4 * time.Second
+
+func testQPSCase(concurrency int, reserveN int64, limit int64) (qps float64, ru float64, needWait time.Duration) {
+	nc := make(chan notifyMsg, 1)
+	lim := NewLimiter(time.Now(), Limit(limit), limit, float64(limit), nc)
+	ctx, cancel := context.WithCancel(context.Background())
+
+	var wg sync.WaitGroup
+	var totalRequests int64
+	start := time.Now()
+
+	for i := 0; i < concurrency; i++ {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+			for {
+				select {
+				case <-ctx.Done():
+					return
+				default:
+				}
+				r := lim.Reserve(context.Background(), 30*time.Second, time.Now(), float64(reserveN))
+				if r.OK() {
+					delay := r.DelayFrom(time.Now())
+					<-time.After(delay)
+				} else {
+					panic("r not ok")
+				}
+				atomic.AddInt64(&totalRequests, 1)
+			}
+		}()
+	}
+	var vQPS atomic.Value
+	var wait time.Duration
+	ch := make(chan struct{})
+	go func() {
+		var windowRequests int64
+		for {
+			elapsed := time.Since(start)
+			if elapsed >= testCaseRunTime {
+				close(ch)
+				break
+			}
+			windowRequests = atomic.SwapInt64(&totalRequests, 0)
+			vQPS.Store(float64(windowRequests))
+			r := lim.Reserve(ctx, 30*time.Second, time.Now(), float64(reserveN))
+			wait = r.Delay()
+			time.Sleep(1 * time.Second)
+		}
+	}()
+	<-ch
+	cancel()
+	wg.Wait()
+	qps = vQPS.Load().(float64)
+	return qps, qps * float64(reserveN), wait
+}