diff --git a/server/querier/profile/config/config.go b/server/querier/profile/config/config.go
index 5fa37a5cd8c..dbbe0b806ba 100644
--- a/server/querier/profile/config/config.go
+++ b/server/querier/profile/config/config.go
@@ -22,9 +22,10 @@ import (
 	"reflect"
 	"regexp"
 
-	"github.com/op/go-logging"
-	"gopkg.in/yaml.v2"
 	"strings"
+
+	logging "github.com/op/go-logging"
+	yaml "gopkg.in/yaml.v2"
 )
 
 var log = logging.MustGetLogger("profile")
@@ -35,11 +36,12 @@ type Config struct {
 }
 
 type ProfileConfig struct {
-	LogFile         string  `default:"/var/log/profile.log" yaml:"log-file"`
-	LogLevel        string  `default:"info" yaml:"log-level"`
-	ListenPort      int     `default:"20419" yaml:"listen-port"`
-	FlameQueryLimit int     `default:"1000000" yaml:"flame_query_limit"`
-	Querier         Querier `yaml:"querier"`
+	LogFile         string       `default:"/var/log/profile.log" yaml:"log-file"`
+	LogLevel        string       `default:"info" yaml:"log-level"`
+	ListenPort      int          `default:"20419" yaml:"listen-port"`
+	FlameQueryLimit int          `default:"1000000" yaml:"flame_query_limit"`
+	Querier         Querier      `yaml:"querier"`
+	ResultFilter    ResultFilter `yaml:"result-filter"`
 }
 
 type Querier struct {
@@ -47,6 +49,12 @@ type Querier struct {
 	Port int    `default:"20416" yaml:"port"`
 }
 
+type ResultFilter struct {
+	Disabled          bool    `default:"false" yaml:"disabled"`
+	TotalValuePercent float64 `default:"0.1" yaml:"total-value-percent"`
+	Depth             int     `default:"12" yaml:"depth"`
+}
+
 func (c *Config) expendEnv() {
 	reConfig := reflect.ValueOf(&c.ProfileConfig)
 	reConfig = reConfig.Elem()
diff --git a/server/querier/profile/model/model.go b/server/querier/profile/model/model.go
index 8871b3cbc78..4edc2ff310d 100644
--- a/server/querier/profile/model/model.go
+++ b/server/querier/profile/model/model.go
@@ -43,6 +43,7 @@ type ProfileTreeNode struct {
 	ParentNodeID int
 	SelfValue    int
 	TotalValue   int
+	Depth        int
 }
 
 type Debug struct {
diff --git a/server/querier/profile/service/profile.go b/server/querier/profile/service/profile.go
index f54b9e83092..59298e43e2f 100644
--- a/server/querier/profile/service/profile.go
+++ b/server/querier/profile/service/profile.go
@@ -42,8 +42,9 @@ var log = logging.MustGetLogger("profile")
 var InstanceProfileEventType = []string{"inuse_objects", "inuse_space", "goroutines", "mem-inuse"}
 
 const (
-	initLocationCapacity = 1024
-	initNodeCapacity     = 8192
+	initLocationCapacity     = 1024
+	initNodeCapacity         = 8192
+	FILTER_TRIGGER_THRESHOLD = 10000
 )
 
 func Profile(args model.Profile, cfg *config.QuerierConfig) (result model.ProfileTree, debug interface{}, err error) {
@@ -236,6 +237,7 @@ func GenerateProfile(args model.Profile, cfg *config.QuerierConfig, where string
 	for i := range result.FunctionValues.Values {
 		result.FunctionValues.Values[i] = []int{0, 0}
 	}
+
 	result.NodeValues.Values = make([][]int, 0, len(nodes))
 	for _, node := range nodes {
 		locationID := node.LocationID
@@ -244,6 +246,11 @@ func GenerateProfile(args model.Profile, cfg *config.QuerierConfig, where string
 		result.NodeValues.Values = append(result.NodeValues.Values, []int{locationID, node.ParentNodeID, node.SelfValue, node.TotalValue})
 	}
 
+	if !cfg.Profile.ResultFilter.Disabled {
+		totalValueThreshold := int(float64(nodes[0].TotalValue) * cfg.Profile.ResultFilter.TotalValuePercent / 100)
+		filterResults(nodes, &result, totalValueThreshold, cfg.Profile.ResultFilter.Depth)
+	}
+
 	result.Functions = locations
 	locationTypes := GetLocationType(locations, result.FunctionValues.Values, args.ProfileEventType)
 	result.FunctionTypes = locationTypes
@@ -256,6 +263,64 @@ func GenerateProfile(args model.Profile, cfg *config.QuerierConfig, where string
 	return
 }
 
+func isFilterDiscard(node *model.ProfileTreeNode, totalValueThreshold, depthThreshold int) bool {
+	return node.TotalValue < totalValueThreshold && node.Depth > depthThreshold
+}
+
+func filterResults(nodes []model.ProfileTreeNode, result *model.ProfileTree, totalValueThreshold, depthThreshold int) {
+	if len(nodes) < FILTER_TRIGGER_THRESHOLD {
+		return
+	}
+	// get the nodeid that needs to be deleted,
+	deleteNodeIDs := []int{}
+	for i, node := range nodes {
+		calculateDepth(nodes, i)
+		if !isFilterDiscard(&nodes[i], totalValueThreshold, depthThreshold) {
+			continue
+		}
+		if node.ParentNodeID >= 0 {
+			nodes[node.ParentNodeID].SelfValue = nodes[node.ParentNodeID].SelfValue + node.TotalValue
+		}
+		deleteNodeIDs = append(deleteNodeIDs, i)
+	}
+
+	// 获取删除 nodeId 后的id和删除前的id的映射表，用于更新 parentNodeID
+	// obtain the mapping table between the id after nodeId is deleted and the id before deletion, used to update parentNodeID
+	mapping := getMapping(len(nodes), deleteNodeIDs)
+
+	maxDepth := 0
+	result.NodeValues.Values = result.NodeValues.Values[:0]
+	for i, node := range nodes {
+		if isFilterDiscard(&nodes[i], totalValueThreshold, depthThreshold) {
+			continue
+		}
+		parentNodeID := node.ParentNodeID
+		if node.ParentNodeID != -1 {
+			parentNodeID = mapping[node.ParentNodeID]
+		}
+		result.NodeValues.Values = append(result.NodeValues.Values, []int{node.LocationID, parentNodeID, node.SelfValue, node.TotalValue})
+
+		if node.Depth > maxDepth {
+			maxDepth = node.Depth
+		}
+	}
+	log.Infof("profile total nodes count %d, total value is %d, value threshold is %d, depth threshold is %d, valid node count %d, maxDepth=%d", len(nodes), nodes[0].TotalValue, totalValueThreshold, depthThreshold, len(result.NodeValues.Values), maxDepth)
+}
+
+func calculateDepth(nodes []model.ProfileTreeNode, thisNodeID int) {
+	thisNode := &nodes[thisNodeID]
+	depth := 1
+	for thisNode.ParentNodeID >= 0 {
+		thisNode = &nodes[thisNode.ParentNodeID]
+		if thisNode.Depth > 0 {
+			depth += thisNode.Depth
+			break
+		}
+		depth++
+	}
+	nodes[thisNodeID].Depth = depth
+}
+
 func newProfileTreeNode(locationID, selfValue, totalValue int) model.ProfileTreeNode {
 	node := model.ProfileTreeNode{}
 	node.LocationID = locationID
@@ -275,7 +340,6 @@ func updateAllParentNodes(nodes []model.ProfileTreeNode, thisNodeID, selfValue,
 		thisNode = &nodes[thisNode.ParentNodeID]
 		thisNode.TotalValue += totalValue
 	}
-
 }
 
 func CutKernelFunction(profileLocationByteSlice []byte, maxKernelStackDepth int, sep string) ([]byte, bool) {
@@ -343,3 +407,22 @@ func GetLocationType(locations []string, locationValues [][]int, profileEventTyp
 	}
 	return locationTypes
 }
+
+func getMapping(arrLen int, indicesToRemove []int) map[int]int {
+	removed := make(map[int]struct{})
+	for _, index := range indicesToRemove {
+		removed[index] = struct{}{}
+	}
+
+	mapping := make(map[int]int)
+	newIndex := 0
+
+	for i := 0; i < arrLen; i++ {
+		if _, found := removed[i]; !found {
+			mapping[i] = newIndex
+			newIndex++
+		}
+	}
+
+	return mapping
+}
diff --git a/server/server.yaml b/server/server.yaml
index 9d42a2392c2..5327ad36bc2 100644
--- a/server/server.yaml
+++ b/server/server.yaml
@@ -360,6 +360,11 @@ querier:
   # profile相关配置
   profile:
     flame_query_limit: 1000000
+    result-filter:
+      disabled: false
+      # nodes that exceed the `depth` layer and have a total-value ratio less than `total-value-percent` are not displayed.
+      total-value-percent: 0.1
+      depth: 12
   
   # trace-map 相关配置
   trace-map: