diff --git a/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java b/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java
index edc072504cb0b..78116b9314897 100644
--- a/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java
+++ b/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java
@@ -1281,9 +1281,8 @@ public TSStatus insertStringRecords(TSInsertStringRecordsReq req) {
       try {
         plan.setDeviceId(new PartialPath(req.getDeviceIds().get(i)));
         plan.setTime(req.getTimestamps().get(i));
-        plan.setMeasurements(req.getMeasurementsList().get(i).toArray(new String[0]));
+        addMeasurementAndValue(plan, req.getMeasurementsList().get(i), req.getValuesList().get(i));
         plan.setDataTypes(new TSDataType[plan.getMeasurements().length]);
-        plan.setValues(req.getValuesList().get(i).toArray(new Object[0]));
         plan.setNeedInferType(true);
         TSStatus status = checkAuthority(plan, req.getSessionId());
         if (status != null) {
@@ -1307,6 +1306,24 @@ public TSStatus insertStringRecords(TSInsertStringRecordsReq req) {
         allCheckSuccess, tsStatus, insertRowsPlan.getResults(), req.deviceIds.size());
   }
 
+  private void addMeasurementAndValue(
+      InsertRowPlan insertRowPlan, List<String> measurements, List<String> values) {
+    List<String> newMeasurements = new ArrayList<>(measurements.size());
+    List<Object> newValues = new ArrayList<>(values.size());
+
+    for (int i = 0; i < measurements.size(); ++i) {
+      String value = values.get(i);
+      if (value.isEmpty()) {
+        continue;
+      }
+      newMeasurements.add(measurements.get(i));
+      newValues.add(value);
+    }
+
+    insertRowPlan.setValues(newValues.toArray(new Object[0]));
+    insertRowPlan.setMeasurements(newMeasurements.toArray(new String[0]));
+  }
+
   @Override
   public TSStatus testInsertTablet(TSInsertTabletReq req) {
     LOGGER.debug("Test insert batch request receive.");