diff --git a/make/migrations/postgresql/0051_2.2.1_schema.up.sql b/make/migrations/postgresql/0051_2.2.1_schema.up.sql
new file mode 100644
index 000000000..425da7fd9
--- /dev/null
+++ b/make/migrations/postgresql/0051_2.2.1_schema.up.sql
@@ -0,0 +1,4 @@
+/*fixes #14358*/
+UPDATE execution SET status='Success' WHERE status='Succeed';
+
+CREATE INDEX IF NOT EXISTS task_execution_id_idx ON task (execution_id);
\ No newline at end of file
diff --git a/src/pkg/task/execution.go b/src/pkg/task/execution.go
index 24a6a7df7..f83c7762e 100644
--- a/src/pkg/task/execution.go
+++ b/src/pkg/task/execution.go
@@ -136,32 +136,54 @@ func (e *executionManager) Create(ctx context.Context, vendorType string, vendor
 }
 
 func (e *executionManager) sweep(ctx context.Context, vendorType string, vendorID int64) error {
-	count := executionSweeperCount[vendorType]
-	if count == 0 {
-		log.Debugf("the execution sweeper count doesn't set for %s, skip sweep", vendorType)
+	size := int64(executionSweeperCount[vendorType])
+	if size == 0 {
+		log.Debugf("the execution sweeper size doesn't set for %s, skip sweep", vendorType)
 		return nil
 	}
 
-	for {
-		// the function "List" of the execution manager returns the execution records
-		// ordered by start time. After the sorting is supported in query, we should
-		// specify the sorting explicitly
-		// the execution records in second page are always the candidates should to be swept
-		executions, err := e.List(ctx, &q.Query{
-			Keywords: map[string]interface{}{
-				"VendorType": vendorType,
-				"VendorID":   vendorID,
-			},
-			PageNumber: 2,
-			PageSize:   int64(count),
-		})
+	// get the #size execution record
+	query := &q.Query{
+		Keywords: map[string]interface{}{
+			"VendorType": vendorType,
+			"VendorID":   vendorID,
+		},
+		Sorts: []*q.Sort{
+			{
+				Key:  "StartTime",
+				DESC: true,
+			}},
+		PageSize:   1,
+		PageNumber: size,
+	}
+	executions, err := e.executionDAO.List(ctx, query)
+	if err != nil {
+		return err
+	}
+	// list is null means that the execution count < size, return directly
+	if len(executions) == 0 {
+		return nil
+	}
+
+	query.Keywords["StartTime"] = &q.Range{
+		Max: executions[0].StartTime,
+	}
+	totalOfCandidate, err := e.executionDAO.Count(ctx, query)
+	if err != nil {
+		return err
+	}
+	// n is the page count of all candidates
+	n := totalOfCandidate / 1000
+	if totalOfCandidate%1000 > 0 {
+		n = n + 1
+	}
+	query.PageSize = 1000
+	for i := n; i >= 1; i-- {
+		query.PageNumber = i
+		executions, err := e.List(ctx, query)
 		if err != nil {
 			return err
 		}
-		// no execution records need to be swept, return directly
-		if len(executions) == 0 {
-			return nil
-		}
 		for _, execution := range executions {
 			// if the status of the execution isn't final, skip
 			if !job.Status(execution.Status).Final() {
@@ -176,6 +198,7 @@ func (e *executionManager) sweep(ctx context.Context, vendorType string, vendorI
 			}
 		}
 	}
+	return nil
 }
 
 func (e *executionManager) UpdateExtraAttrs(ctx context.Context, id int64, extraAttrs map[string]interface{}) error {