When entry span layer is MQ:

1. Use peer id in entry span to find the instance id and application id.
2. Make the instance id and application id to be the front instance id and front application id of the reference metric.
3. Do not create the application mapping metric.

apm-collector/apm-collector-analysis/analysis-metric/metric-provider/src/main/java/org/apache/skywalking/apm/collector/analysis/metric/provider/worker/application/mapping/ApplicationMappingSpanListener.java

@@ -34,6 +34,7 @@ import org.apache.skywalking.apm.collector.core.module.ModuleManager;
 import org.apache.skywalking.apm.collector.core.util.Const;
 import org.apache.skywalking.apm.collector.core.util.TimeBucketUtils;
 import org.apache.skywalking.apm.collector.storage.table.application.ApplicationMapping;
+import org.apache.skywalking.apm.network.proto.SpanLayer;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -54,6 +55,7 @@ public class ApplicationMappingSpanListener implements FirstSpanListener, EntryS
 
     @Override public void parseEntry(SpanDecorator spanDecorator, int applicationId, int instanceId, String segmentId) {
         logger.debug("application mapping listener parse reference");
+        if (!spanDecorator.getSpanLayer().equals(SpanLayer.MQ)) {
             if (spanDecorator.getRefsCount() > 0) {
                 for (int i = 0; i < spanDecorator.getRefsCount(); i++) {
                     ApplicationMapping applicationMapping = new ApplicationMapping();
@@ -69,6 +71,7 @@ public class ApplicationMappingSpanListener implements FirstSpanListener, EntryS
                 }
             }
         }
+    }
 
     @Override
     public void parseFirst(SpanDecorator spanDecorator, int applicationId, int instanceId,

apm-collector/apm-collector-analysis/analysis-metric/metric-provider/src/main/java/org/apache/skywalking/apm/collector/analysis/metric/provider/worker/service/refmetric/ServiceReferenceMetricSpanListener.java

@@ -20,7 +20,6 @@ package org.apache.skywalking.apm.collector.analysis.metric.provider.worker.serv
 
 import java.util.LinkedList;
 import java.util.List;
-import org.apache.skywalking.apm.collector.storage.table.MetricSource;
 import org.apache.skywalking.apm.collector.analysis.metric.define.graph.MetricGraphIdDefine;
 import org.apache.skywalking.apm.collector.analysis.segment.parser.define.decorator.ReferenceDecorator;
 import org.apache.skywalking.apm.collector.analysis.segment.parser.define.decorator.SpanDecorator;
@@ -38,6 +37,7 @@ import org.apache.skywalking.apm.collector.core.module.ModuleManager;
 import org.apache.skywalking.apm.collector.core.util.Const;
 import org.apache.skywalking.apm.collector.core.util.ObjectUtils;
 import org.apache.skywalking.apm.collector.core.util.TimeBucketUtils;
+import org.apache.skywalking.apm.collector.storage.table.MetricSource;
 import org.apache.skywalking.apm.collector.storage.table.service.ServiceReferenceMetric;
 import org.apache.skywalking.apm.network.proto.SpanLayer;
 import org.slf4j.Logger;
@@ -78,8 +78,17 @@ public class ServiceReferenceMetricSpanListener implements FirstSpanListener, En
                 ReferenceDecorator reference = spanDecorator.getRefs(i);
                 ServiceReferenceMetric serviceReferenceMetric = new ServiceReferenceMetric();
                 serviceReferenceMetric.setFrontServiceId(reference.getParentServiceId());
+
+                if (spanDecorator.getSpanLayer().equals(SpanLayer.MQ)) {
+                    int peerId = spanDecorator.getPeerId();
+                    int applicationIdByPeerId = applicationCacheService.getApplicationIdByAddressId(peerId);
+                    int instanceIdByPeerId = instanceCacheService.getInstanceIdByAddressId(applicationIdByPeerId, peerId);
+                    serviceReferenceMetric.setFrontInstanceId(instanceIdByPeerId);
+                    serviceReferenceMetric.setFrontApplicationId(applicationIdByPeerId);
+                } else {
                     serviceReferenceMetric.setFrontInstanceId(reference.getParentApplicationInstanceId());
                     serviceReferenceMetric.setFrontApplicationId(instanceCacheService.getApplicationId(reference.getParentApplicationInstanceId()));
+                }
                 serviceReferenceMetric.setBehindServiceId(spanDecorator.getOperationNameId());
                 serviceReferenceMetric.setBehindInstanceId(instanceId);
                 serviceReferenceMetric.setBehindApplicationId(applicationId);