diff --git a/judge/handler.go b/judge/handler.go
index 0a68b315b0f4c1729bac695dbad81e001b1afbe3..c812875e62508610402a764f586bd1965acec145 100644
--- a/judge/handler.go
+++ b/judge/handler.go
@@ -49,6 +49,7 @@ func Send(points []*vos.MetricPoint) {
 			// 这个监控数据没有关联任何告警策略，省事了不用处理
 			continue
 		}
+
 		logger.Debugf("[point_match_alertRules][point:%+v][alertRuleNum:%+v]", points[i], rulesCount)
 		// 不同的告警规则，alert_duration字段大小不同，找到最大的，按照最大的值来缓存历史数据
 		var maxAliveDuration = 0
@@ -57,10 +58,6 @@ func Send(points []*vos.MetricPoint) {
 				maxAliveDuration = alertRules[j].AlertDuration
 			}
 		}
-		if len(points[i].PK) < 2 {
-			logger.Debugf("[point:%+v] len(pk)<2", points[i])
-			continue
-		}
 
 		ll := PointCaches[points[i].PK[0:2]].PutPoint(points[i], int64(maxAliveDuration))
 
diff --git a/judge/history.go b/judge/history.go
index 0dcf3db60248569bbd2c0f01567e459c3f24bcf0..be6db525098f01d3ef374eb894a1804985dcc9a1 100644
--- a/judge/history.go
+++ b/judge/history.go
@@ -17,6 +17,7 @@ package judge
 import (
 	"container/list"
 	"sync"
+	"time"
 
 	"github.com/didi/nightingale/v5/vos"
 )
@@ -50,7 +51,7 @@ func (pc *PointCache) Len() int {
 }
 
 func (pc *PointCache) CleanStale(before int64) {
-	keys := []string{}
+	var keys []string
 
 	pc.RLock()
 	for key, L := range pc.M {
@@ -97,12 +98,25 @@ func (pc *PointCache) PutPoint(p *vos.MetricPoint, maxAliveDuration int64) *Safe
 
 // 这是个线程不安全的大Map，需要提前初始化好
 var PointCaches = make(map[string]*PointCache)
+var pointChars = []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "a", "b", "c", "d", "e", "f"}
+var pointHeadKeys = make([]string, 0, 256)
 
 func initPointCaches() {
-	arr := []string{"0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "a", "b", "c", "d", "e", "f"}
 	for i := 0; i < 16; i++ {
 		for j := 0; j < 16; j++ {
-			PointCaches[arr[i]+arr[j]] = NewPointCache()
+			pointHeadKeys = append(pointHeadKeys, pointChars[i]+pointChars[j])
 		}
 	}
+
+	for i := 0; i < 256; i++ {
+		PointCaches[pointHeadKeys[i]] = NewPointCache()
+	}
+}
+
+func CleanStalePoints() {
+	// 监控数据2天都没关联到任何告警策略，说明对应的告警策略已经删除了
+	before := time.Now().Unix() - 3600*24*2
+	for i := 0; i < 256; i++ {
+		PointCaches[pointHeadKeys[i]].CleanStale(before)
+	}
 }
diff --git a/judge/judge.go b/judge/judge.go
index 49750f5e8ce19fe1bcca62110455e4587064858e..9024f2911b205235eb7c3fc49491ec7c1cb6b001 100644
--- a/judge/judge.go
+++ b/judge/judge.go
@@ -38,10 +38,14 @@ func Start(ctx context.Context) {
 		os.Exit(1)
 	}
 
+	// 启动心跳goroutinue，如果挂了，trans可以及时感知
 	go loopHeartbeat()
 
 	// PULL型的策略不着急，等一段时间(等哈希环是稳态的)再开始周期性干活
 	go syncPullRules(ctx)
+
+	// 告警策略删除之后，针对这些告警策略缓存的监控数据要被清理
+	go loopCleanStalePoints()
 }
 
 func syncPullRules(ctx context.Context) {
@@ -102,3 +106,10 @@ func heartbeat(endpoint string) error {
 	}
 	return nil
 }
+
+func loopCleanStalePoints() {
+	for {
+		time.Sleep(time.Hour)
+		CleanStalePoints()
+	}
+}