diff --git a/pkg/simple/client/devops/jenkins/pipeline.go b/pkg/simple/client/devops/jenkins/pipeline.go
index de7e63c50..d859107e7 100644
--- a/pkg/simple/client/devops/jenkins/pipeline.go
+++ b/pkg/simple/client/devops/jenkins/pipeline.go
@@ -25,6 +25,7 @@ import (
 	"kubesphere.io/kubesphere/pkg/simple/client/devops"
 	"net/http"
 	"net/url"
+	"strconv"
 	"strings"
 	"time"
 )
@@ -169,6 +170,14 @@ func (p *Pipeline) GetPipelineRun() (*devops.PipelineRun, error) {
 }
 
 func (p *Pipeline) ListPipelineRuns() (*devops.PipelineRunList, error) {
+	// prefer to use listPipelineRunsByRemotePaging once the corresponding issues from BlueOcean fixed
+	return p.listPipelineRunsByLocalPaging()
+}
+
+// listPipelineRunsByRemotePaging get the pipeline runs with pagination by remote (Jenkins BlueOcean plugin)
+// get the pagination information from the server side is better than the local side, but the API has some issues
+// see also https://github.com/kubesphere/kubesphere/issues/3507
+func (p *Pipeline) listPipelineRunsByRemotePaging() (*devops.PipelineRunList, error) {
 	res, err := p.Jenkins.SendPureRequest(p.Path, p.HttpParameters)
 	if err != nil {
 		klog.Error(err)
@@ -190,13 +199,65 @@ func (p *Pipeline) ListPipelineRuns() (*devops.PipelineRunList, error) {
 	return &pipelineRunList, err
 }
 
-func (p *Pipeline) searchPipelineRunsCount() (int, error) {
+// listPipelineRunsByLocalPaging should be a temporary solution
+// see also https://github.com/kubesphere/kubesphere/issues/3507
+func (p *Pipeline) listPipelineRunsByLocalPaging() (runList *devops.PipelineRunList, err error) {
+	desiredStart, desiredLimit := p.parsePaging()
+
+	var pageUrl *url.URL // get all Pipeline runs
+	if pageUrl, err = p.resetPaging(0, 10000); err != nil {
+		return
+	}
+	res, err := p.Jenkins.SendPureRequest(pageUrl.Path, p.HttpParameters)
+	if err != nil {
+		klog.Error(err)
+		return nil, err
+	}
+
+	runList = &devops.PipelineRunList{
+		Items: make([]devops.PipelineRun, 0),
+	}
+	if err = json.Unmarshal(res, &runList.Items); err != nil {
+		klog.Error(err)
+		return nil, err
+	}
+
+	// set the total count number
+	runList.Total = len(runList.Items)
+
+	// keep the desired data/
+	if desiredStart+1 >= runList.Total {
+		// beyond the boundary, return an empty
+		return
+	}
+
+	endIndex := runList.Total
+	if desiredStart+desiredLimit < endIndex {
+		endIndex = desiredStart + desiredLimit
+	}
+	runList.Items = runList.Items[desiredStart:endIndex]
+	return
+}
+
+// resetPaging reset the paging setting from request, support start, limit
+func (p *Pipeline) resetPaging(start, limit int) (path *url.URL, err error) {
 	query, _ := ParseJenkinsQuery(p.HttpParameters.Url.RawQuery)
-	query.Set("start", "0")
-	query.Set("limit", "1000")
-	query.Set("depth", "-1")
+	query.Set("start", strconv.Itoa(start))
+	query.Set("limit", strconv.Itoa(limit))
 	p.HttpParameters.Url.RawQuery = query.Encode()
-	u, err := url.Parse(p.Path)
+	path, err = url.Parse(p.Path)
+	return
+}
+
+func (p *Pipeline) parsePaging() (start, limit int) {
+	query, _ := ParseJenkinsQuery(p.HttpParameters.Url.RawQuery)
+	start, _ = strconv.Atoi(query.Get("start"))
+	limit, _ = strconv.Atoi(query.Get("limit"))
+	return
+}
+
+func (p *Pipeline) searchPipelineRunsCount() (int, error) {
+	u, err := p.resetPaging(0, 1000)
 	if err != nil {
 		return 0, err
 	}
diff --git a/pkg/simple/client/devops/jenkins/pipeline_test.go b/pkg/simple/client/devops/jenkins/pipeline_test.go
new file mode 100644
index 000000000..ca4bca6e3
--- /dev/null
+++ b/pkg/simple/client/devops/jenkins/pipeline_test.go
@@ -0,0 +1,106 @@
+package jenkins
+
+import (
+	"fmt"
+	"github.com/stretchr/testify/assert"
+	"kubesphere.io/kubesphere/pkg/simple/client/devops"
+	"net/url"
+	"strconv"
+	"testing"
+)
+
+func TestResetPaging(t *testing.T) {
+	table := []struct {
+		path     string
+		rawQuery string
+		start    int
+		limit    int
+		hasErr   bool
+		message  string
+	}{{
+		start:   0,
+		limit:   10,
+		hasErr:  false,
+		message: "without query, should no errors",
+	}, {
+		path:     "/fake/path",
+		rawQuery: "?start=1&limit1",
+		start:    0,
+		limit:    10,
+		hasErr:   false,
+		message:  "without a query",
+	}, {
+		path:     "/fake/path",
+		rawQuery: "?start=1&limit1",
+		start:    3,
+		limit:    13,
+		hasErr:   false,
+		message:  "without a query",
+	}}
+
+	for index, item := range table {
+		pip := &Pipeline{
+			Path: item.path,
+			HttpParameters: &devops.HttpParameters{
+				Url: &url.URL{
+					Path:     item.path,
+					RawQuery: item.rawQuery,
+				},
+			},
+		}
+
+		resultPath, err := pip.resetPaging(item.start, item.limit)
+		if item.hasErr {
+			assert.NotNil(t, err, printTestMessage(index, item.message))
+		} else {
+			assert.Nil(t, err, printTestMessage(index, item.message))
+
+			assert.Equal(t, item.path, resultPath.Path, printTestMessage(index, item.message))
+			assert.Equal(t, strconv.Itoa(item.start), pip.HttpParameters.Url.Query().Get("start"),
+				printTestMessage(index, item.message))
+			assert.Equal(t, strconv.Itoa(item.limit), pip.HttpParameters.Url.Query().Get("limit"),
+				printTestMessage(index, item.message))
+		}
+	}
+}
+
+func TestParsePaging(t *testing.T) {
+	table := []struct {
+		targetUrl string
+		start     int
+		limit     int
+		message   string
+	}{{
+		targetUrl: "http://localhost?start=0&limit=0",
+		start:     0,
+		limit:     0,
+		message:   "should be success",
+	}, {
+		targetUrl: "http://localhost?start=1&limit=10",
+		start:     1,
+		limit:     10,
+		message:   "should be success",
+	}, {
+		targetUrl: "http://localhost?start=5&limit=55",
+		start:     5,
+		limit:     55,
+		message:   "should be success",
+	}}
+
+	for index, item := range table {
+		pipUrl, _ := url.Parse(item.targetUrl)
+		pip := &Pipeline{
+			HttpParameters: &devops.HttpParameters{
+				Url: pipUrl,
+			},
+		}
+		resultStart, resultLimit := pip.parsePaging()
+
+		assert.Equal(t, item.start, resultStart, printTestMessage(index, item.message))
+		assert.Equal(t, item.limit, resultLimit, printTestMessage(index, item.message))
+	}
+}
+
+func printTestMessage(index int, message string) string {
+	return fmt.Sprintf("index: %d, message: %s", index, message)
+}