diff --git a/apm-collector/apm-collector-storage/collector-storage-es-provider/src/main/java/org/apache/skywalking/apm/collector/storage/es/dao/ui/ServiceMetricEsUIDAO.java b/apm-collector/apm-collector-storage/collector-storage-es-provider/src/main/java/org/apache/skywalking/apm/collector/storage/es/dao/ui/ServiceMetricEsUIDAO.java
index 677a47cef53b19d435ecc8848e05120777344661..96761a1c711c0ff196bb2682f39da591a62eec0a 100644
--- a/apm-collector/apm-collector-storage/collector-storage-es-provider/src/main/java/org/apache/skywalking/apm/collector/storage/es/dao/ui/ServiceMetricEsUIDAO.java
+++ b/apm-collector/apm-collector-storage/collector-storage-es-provider/src/main/java/org/apache/skywalking/apm/collector/storage/es/dao/ui/ServiceMetricEsUIDAO.java
@@ -97,14 +97,17 @@ public class ServiceMetricEsUIDAO extends EsDAO implements IServiceMetricUIDAO {
 
         List<Integer> trends = new LinkedList<>();
         MultiGetResponse multiGetResponse = prepareMultiGet.get();
+
+        int index = 0;
         for (MultiGetItemResponse response : multiGetResponse.getResponses()) {
             if (response.getResponse().isExists()) {
                 long calls = ((Number)response.getResponse().getSource().get(ServiceMetricTable.COLUMN_TRANSACTION_CALLS)).longValue();
-                long errorCalls = ((Number)response.getResponse().getSource().get(ServiceMetricTable.COLUMN_TRANSACTION_ERROR_CALLS)).longValue();
-                trends.add((int)(calls - errorCalls));
+                long secondBetween = durationPoints.get(index).getSecondsBetween();
+                trends.add((int)(calls / secondBetween));
             } else {
                 trends.add(0);
             }
+            index++;
         }
         return trends;
     }
diff --git a/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/query/ServiceQuery.java b/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/query/ServiceQuery.java
index e9e33ece5de824cfdf4ffda27f967a459d277424..b5ab3b958e1c0ccfef0f734c302841a3201c237b 100644
--- a/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/query/ServiceQuery.java
+++ b/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/query/ServiceQuery.java
@@ -74,10 +74,7 @@ public class ServiceQuery implements Query {
         long startTimeBucket = DurationUtils.INSTANCE.exchangeToTimeBucket(duration.getStart());
         long endTimeBucket = DurationUtils.INSTANCE.exchangeToTimeBucket(duration.getEnd());
 
-        long startSecondTimeBucket = DurationUtils.INSTANCE.startTimeDurationToSecondTimeBucket(duration.getStep(), duration.getStart());
-        long endSecondTimeBucket = DurationUtils.INSTANCE.endTimeDurationToSecondTimeBucket(duration.getStep(), duration.getEnd());
-
-        return getServiceNameService().getServiceTPSTrend(serviceId, duration.getStep(), startTimeBucket, endTimeBucket, startSecondTimeBucket, endSecondTimeBucket);
+        return getServiceNameService().getServiceTPSTrend(serviceId, duration.getStep(), startTimeBucket, endTimeBucket);
     }
 
     public SLATrend getServiceSLATrend(int serviceId, Duration duration) throws ParseException {
diff --git a/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceNameService.java b/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceNameService.java
index d587b1bc8662e820a68d2d5c7373088f0985652a..d416c08ae78f1c1a15c1cb4f7f9512f3531f7759 100644
--- a/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceNameService.java
+++ b/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceNameService.java
@@ -67,15 +67,11 @@ public class ServiceNameService {
     }
 
     public ThroughputTrend getServiceTPSTrend(int serviceId, Step step, long startTimeBucket,
-        long endTimeBucket, long startSecondTimeBucket, long endSecondTimeBucket) throws ParseException {
+        long endTimeBucket) throws ParseException {
         ThroughputTrend throughputTrend = new ThroughputTrend();
         List<DurationPoint> durationPoints = DurationUtils.INSTANCE.getDurationPoints(step, startTimeBucket, endTimeBucket);
-        List<Integer> callsTrends = serviceMetricUIDAO.getServiceTPSTrend(serviceId, step, durationPoints);
-
-        ServiceName serviceName = serviceNameCacheService.get(serviceId);
-        int secondBetween = secondBetweenService.calculate(serviceName.getApplicationId(), startSecondTimeBucket, endSecondTimeBucket);
-        callsTrends.forEach(calls -> throughputTrend.getTrendList().add(calls / secondBetween));
-
+        List<Integer> throughputTrends = serviceMetricUIDAO.getServiceTPSTrend(serviceId, step, durationPoints);
+        throughputTrend.setTrendList(throughputTrends);
         return throughputTrend;
     }
 
@@ -87,7 +83,8 @@ public class ServiceNameService {
         return responseTimeTrend;
     }
 
-    public SLATrend getServiceSLATrend(int serviceId, Step step, long startTimeBucket, long endTimeBucket) throws ParseException {
+    public SLATrend getServiceSLATrend(int serviceId, Step step, long startTimeBucket,
+        long endTimeBucket) throws ParseException {
         SLATrend slaTrend = new SLATrend();
         List<DurationPoint> durationPoints = DurationUtils.INSTANCE.getDurationPoints(step, startTimeBucket, endTimeBucket);
         slaTrend.setTrendList(serviceMetricUIDAO.getServiceSLATrend(serviceId, step, durationPoints));
diff --git a/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceTopologyService.java b/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceTopologyService.java
index 1eb54b359885362189bf337582d2cd5a4690465c..c8f54712b0225cc0ff32321cae0e2f2bc6b468d9 100644
--- a/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceTopologyService.java
+++ b/apm-collector/apm-collector-ui/collector-ui-jetty-provider/src/main/java/org/apache/skywalking/apm/collector/ui/service/ServiceTopologyService.java
@@ -73,8 +73,8 @@ public class ServiceTopologyService {
         Map<Integer, String> components = new HashMap<>();
         applicationComponents.forEach(component -> components.put(component.getApplicationId(), ComponentsDefine.getInstance().getComponentName(component.getComponentId())));
 
-        List<IServiceReferenceMetricUIDAO.ServiceReferenceMetric> referenceMetrics = serviceReferenceMetricUIDAO.getFrontServices(step, startTimeBucket, endTimeBucket, MetricSource.Caller, serviceId);
-        referenceMetrics.addAll(serviceReferenceMetricUIDAO.getBehindServices(step, startTimeBucket, endTimeBucket, MetricSource.Callee, serviceId));
+        List<IServiceReferenceMetricUIDAO.ServiceReferenceMetric> referenceMetrics = serviceReferenceMetricUIDAO.getFrontServices(step, startTimeBucket, endTimeBucket, MetricSource.Callee, serviceId);
+        referenceMetrics.addAll(serviceReferenceMetricUIDAO.getBehindServices(step, startTimeBucket, endTimeBucket, MetricSource.Caller, serviceId));
 
         Set<Integer> nodeIds = new HashSet<>();