diff --git a/oap-server/exporter/src/main/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporter.java b/oap-server/exporter/src/main/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporter.java
index 4fdd05c7ae552ecaa1c704d9f8037f3ea815715c..2e283221c68a49451932a3ffbbf8215656063d05 100644
--- a/oap-server/exporter/src/main/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporter.java
+++ b/oap-server/exporter/src/main/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporter.java
@@ -26,7 +26,7 @@ import lombok.*;
 import org.apache.skywalking.apm.commons.datacarrier.DataCarrier;
 import org.apache.skywalking.apm.commons.datacarrier.consumer.IConsumer;
 import org.apache.skywalking.oap.server.core.analysis.metrics.*;
-import org.apache.skywalking.oap.server.core.exporter.MetricValuesExportService;
+import org.apache.skywalking.oap.server.core.exporter.*;
 import org.apache.skywalking.oap.server.exporter.grpc.*;
 import org.apache.skywalking.oap.server.exporter.provider.MetricFormatter;
 import org.apache.skywalking.oap.server.library.client.grpc.GRPCClient;
@@ -56,9 +56,15 @@ public class GRPCExporter extends MetricFormatter implements MetricValuesExportS
         subscriptionSet = new HashSet<>();
     }
 
-    @Override public void export(MetricsMetaInfo meta, Metrics metrics) {
-        if (subscriptionSet.size() == 0 || subscriptionSet.contains(meta.getMetricsName())) {
-            exportBuffer.produce(new ExportData(meta, metrics));
+    @Override public void export(ExportEvent event) {
+        if (ExportEvent.EventType.TOTAL == event.getType()) {
+            Metrics metrics = event.getMetrics();
+            if (metrics instanceof WithMetadata) {
+                MetricsMetaInfo meta = ((WithMetadata)metrics).getMeta();
+                if (subscriptionSet.size() == 0 || subscriptionSet.contains(meta.getMetricsName())) {
+                    exportBuffer.produce(new ExportData(meta, metrics));
+                }
+            }
         }
     }
 
diff --git a/oap-server/exporter/src/test/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporterTest.java b/oap-server/exporter/src/test/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporterTest.java
index 0b347d443d4b561330d3808338835ad0cd7f4a4d..5c0d50dea92011f98658a8ca78097753e379a7cc 100644
--- a/oap-server/exporter/src/test/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporterTest.java
+++ b/oap-server/exporter/src/test/java/org/apache/skywalking/oap/server/exporter/provider/grpc/GRPCExporterTest.java
@@ -19,7 +19,8 @@
 package org.apache.skywalking.oap.server.exporter.provider.grpc;
 
 import io.grpc.testing.GrpcServerRule;
-import org.apache.skywalking.oap.server.core.analysis.metrics.MetricsMetaInfo;
+import org.apache.skywalking.oap.server.core.analysis.metrics.*;
+import org.apache.skywalking.oap.server.core.exporter.ExportEvent;
 import org.apache.skywalking.oap.server.core.source.DefaultScopeDefine;
 import org.apache.skywalking.oap.server.exporter.grpc.MetricExportServiceGrpc;
 import org.junit.Before;
@@ -58,7 +59,14 @@ public class GRPCExporterTest {
 
     @Test
     public void export() {
-        exporter.export(metaInfo, new MockMetrics());
+        ExportEvent event = new ExportEvent(new MockExporterMetrics(), ExportEvent.EventType.TOTAL);
+        exporter.export(event);
+    }
+
+    public static class MockExporterMetrics extends MockMetrics implements WithMetadata {
+        @Override public MetricsMetaInfo getMeta() {
+            return new MetricsMetaInfo("mock-metrics", DefaultScopeDefine.ALL);
+        }
     }
 
     @Test
diff --git a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/ExportWorker.java b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/ExportWorker.java
index 6f1edc02aedf2972609ea50b85bcd18c7106dd03..09fa143f92ae833a9177fba0119e4336853095ac 100644
--- a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/ExportWorker.java
+++ b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/ExportWorker.java
@@ -18,7 +18,6 @@
 
 package org.apache.skywalking.oap.server.core.analysis.worker;
 
-import org.apache.skywalking.oap.server.core.analysis.metrics.*;
 import org.apache.skywalking.oap.server.core.exporter.*;
 import org.apache.skywalking.oap.server.core.worker.AbstractWorker;
 import org.apache.skywalking.oap.server.library.module.ModuleDefineHolder;
@@ -26,21 +25,20 @@ import org.apache.skywalking.oap.server.library.module.ModuleDefineHolder;
 /**
  * @author wusheng
  */
-public class ExportWorker extends AbstractWorker<Metrics> {
+public class ExportWorker extends AbstractWorker<ExportEvent> {
     private MetricValuesExportService exportService;
 
     public ExportWorker(ModuleDefineHolder moduleDefineHolder) {
         super(moduleDefineHolder);
     }
 
-    @Override public void in(Metrics metrics) {
+    @Override public void in(ExportEvent event) {
         if (exportService != null || getModuleDefineHolder().has(ExporterModule.NAME)) {
-            if (metrics instanceof WithMetadata) {
-                if (exportService == null) {
-                    exportService = getModuleDefineHolder().find(ExporterModule.NAME).provider().getService(MetricValuesExportService.class);
-                }
-                exportService.export(((WithMetadata)metrics).getMeta(), metrics);
+            if (exportService == null) {
+                exportService = getModuleDefineHolder().find(ExporterModule.NAME).provider().getService(MetricValuesExportService.class);
             }
+            exportService.export(event);
         }
     }
+
 }
diff --git a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/MetricsPersistentWorker.java b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/MetricsPersistentWorker.java
index 513f3aec3fe5503d27e21ceb6a027fe35f800586..b4b4fd1283f182f30627fe4b02536b74cdb87b21 100644
--- a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/MetricsPersistentWorker.java
+++ b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/analysis/worker/MetricsPersistentWorker.java
@@ -24,6 +24,7 @@ import org.apache.skywalking.apm.commons.datacarrier.consumer.*;
 import org.apache.skywalking.oap.server.core.UnexpectedException;
 import org.apache.skywalking.oap.server.core.analysis.data.*;
 import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+import org.apache.skywalking.oap.server.core.exporter.ExportEvent;
 import org.apache.skywalking.oap.server.core.storage.IMetricsDAO;
 import org.apache.skywalking.oap.server.core.storage.model.Model;
 import org.apache.skywalking.oap.server.core.worker.AbstractWorker;
@@ -43,12 +44,12 @@ public class MetricsPersistentWorker extends PersistenceWorker<Metrics, MergeDat
     private final MergeDataCache<Metrics> mergeDataCache;
     private final IMetricsDAO metricsDAO;
     private final AbstractWorker<Metrics> nextAlarmWorker;
-    private final AbstractWorker<Metrics> nextExportWorker;
+    private final AbstractWorker<ExportEvent> nextExportWorker;
     private final DataCarrier<Metrics> dataCarrier;
 
     MetricsPersistentWorker(ModuleDefineHolder moduleDefineHolder, Model model, int batchSize,
         IMetricsDAO metricsDAO, AbstractWorker<Metrics> nextAlarmWorker,
-        AbstractWorker<Metrics> nextExportWorker) {
+        AbstractWorker<ExportEvent> nextExportWorker) {
         super(moduleDefineHolder, batchSize);
         this.model = model;
         this.mergeDataCache = new MergeDataCache<>();
@@ -100,6 +101,11 @@ public class MetricsPersistentWorker extends PersistenceWorker<Metrics, MergeDat
     @Override public List<Object> prepareBatch(MergeDataCache<Metrics> cache) {
         List<Object> batchCollection = new LinkedList<>();
         cache.getLast().collection().forEach(data -> {
+            if (Objects.nonNull(nextExportWorker)) {
+                ExportEvent event = new ExportEvent(data, ExportEvent.EventType.INCREMENT);
+                nextExportWorker.in(event);
+            }
+
             Metrics dbData = null;
             try {
                 dbData = metricsDAO.get(model, data);
@@ -120,7 +126,8 @@ public class MetricsPersistentWorker extends PersistenceWorker<Metrics, MergeDat
                     nextAlarmWorker.in(data);
                 }
                 if (Objects.nonNull(nextExportWorker)) {
-                    nextExportWorker.in(data);
+                    ExportEvent event = new ExportEvent(data, ExportEvent.EventType.TOTAL);
+                    nextExportWorker.in(event);
                 }
             } catch (Throwable t) {
                 logger.error(t.getMessage(), t);
diff --git a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/ExportEvent.java b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/ExportEvent.java
new file mode 100644
index 0000000000000000000000000000000000000000..cce4e0c810776e2ae65e6cf7dfb9d2db3c0131a8
--- /dev/null
+++ b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/ExportEvent.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ */
+
+package org.apache.skywalking.oap.server.core.exporter;
+
+import lombok.Getter;
+import org.apache.skywalking.oap.server.core.analysis.metrics.Metrics;
+
+/**
+ * The event for exporter {@link MetricValuesExportService} implementation processes.
+ * {@link #metrics} should not be changed in any case.
+ *
+ * @author wusheng
+ */
+@Getter
+public class ExportEvent {
+    /**
+     * Fields of this should not be changed in any case.
+     */
+    private Metrics metrics;
+    private EventType type;
+
+    public ExportEvent(Metrics metrics, EventType type) {
+        this.metrics = metrics;
+        this.type = type;
+    }
+
+    public enum EventType {
+        /**
+         * The metrics aggregated in this bulk, not include the existing persistent data.
+         */
+        INCREMENT,
+        /**
+         * Final result of the metrics at this moment.
+         */
+        TOTAL
+    }
+}
diff --git a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/MetricValuesExportService.java b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/MetricValuesExportService.java
index 8e66f881941a9e00f63483c3032ee57688b10082..f6f461e95e7575a7083f7e6b9b219ccea2b9dd29 100644
--- a/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/MetricValuesExportService.java
+++ b/oap-server/server-core/src/main/java/org/apache/skywalking/oap/server/core/exporter/MetricValuesExportService.java
@@ -18,7 +18,6 @@
 
 package org.apache.skywalking.oap.server.core.exporter;
 
-import org.apache.skywalking.oap.server.core.analysis.metrics.*;
 import org.apache.skywalking.oap.server.library.module.Service;
 
 /**
@@ -27,5 +26,10 @@ import org.apache.skywalking.oap.server.library.module.Service;
  * @author wusheng
  */
 public interface MetricValuesExportService extends Service {
-    void export(MetricsMetaInfo meta, Metrics metrics);
+    /**
+     * This method is sync-mode export, the performance effects the persistence result. Queue mode is highly recommended.
+     *
+     * @param event value is only accurate when the method invokes. Don't cache it.
+     */
+    void export(ExportEvent event);
 }