diff --git a/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/controller/UriStatController.java b/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/controller/UriStatController.java
index 50322f5bdc61..6cf00a351d2a 100644
--- a/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/controller/UriStatController.java
+++ b/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/controller/UriStatController.java
@@ -85,6 +85,6 @@ public UriStatView getCollectedUriStat(@RequestParam("applicationName") String a
             uriStats = uriStatService.getCollectedUriStatAgent(builder.build());
         }
 
-        return new UriStatView(uri, uriStats);
+        return new UriStatView(uri, timeWindow, uriStats);
     }
 }
diff --git a/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/model/UriStatGroup.java b/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/model/UriStatGroup.java
index 0f595eb6e9c2..95cb79e4ca15 100644
--- a/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/model/UriStatGroup.java
+++ b/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/model/UriStatGroup.java
@@ -19,6 +19,7 @@
 import com.fasterxml.jackson.annotation.JsonInclude;
 import com.navercorp.pinpoint.metric.common.model.StringPrecondition;
 import com.navercorp.pinpoint.metric.common.model.UriStat;
+import com.navercorp.pinpoint.metric.web.util.TimeWindow;
 import com.navercorp.pinpoint.metric.web.view.TimeSeriesValueView;
 import com.navercorp.pinpoint.metric.web.view.TimeseriesValueGroupView;
 import org.apache.commons.lang3.StringUtils;
@@ -27,6 +28,7 @@
 import java.util.Collections;
 import java.util.List;
 import java.util.Objects;
+import java.util.Arrays;
 import java.util.stream.Collectors;
 
 public class UriStatGroup implements TimeseriesValueGroupView {
@@ -41,9 +43,9 @@ public UriStatGroup() {
         this.values = Collections.emptyList();
     }
 
-    public UriStatGroup(String uri, List<UriStat> uriStats) {
+    public UriStatGroup(String uri, int dataSize, TimeWindow timeWindow, List<UriStat> uriStats) {
         this.uri = uri;
-        this.values = UriStatValue.createValueList(uriStats);
+        this.values = UriStatValue.createValueList(dataSize, timeWindow, uriStats);
     }
 
     @Override
@@ -61,22 +63,31 @@ public static class UriStatValue implements TimeSeriesValueView {
         private final String fieldName;
         private final List<Integer> values;
 
-        public static List<TimeSeriesValueView> createValueList(List<UriStat> uriStats) {
+        public static List<TimeSeriesValueView> createValueList(int dataSize, TimeWindow timeWindow,  List<UriStat> uriStats) {
             Objects.requireNonNull(uriStats);
+
             List<TimeSeriesValueView> values = new ArrayList<>();
 
             final int bucketSize = uriStats.get(0).getTotalHistogram().length;
-            for (int i = 0 ; i < bucketSize; i++) {
-                final int histogramIndex = i;
-                values.add(new UriStatValue(FIELD_PREFIX + histogramIndex,
-                        uriStats.stream().map(e -> e.getTotalHistogram()[histogramIndex]).collect(Collectors.toList())));
+
+            for (int histogramIndex = 0 ; histogramIndex < bucketSize; histogramIndex++) {
+                int[] filledData = new int[dataSize];
+
+                for (UriStat uriStat : uriStats) {
+                    int filledIndex = timeWindow.getWindowIndex(uriStat.getTimestamp());
+                    if (filledData[filledIndex] != 0) {
+                        throw new RuntimeException("Uri stat timestamp mismatch.");
+                    }
+                    filledData[filledIndex] = uriStat.getTotalHistogram()[histogramIndex];
+                }
+                values.add(new UriStatValue(FIELD_PREFIX + histogramIndex, filledData));
             }
             return values;
         }
 
-        public UriStatValue(String fieldName, List<Integer> values) {
+        public UriStatValue(String fieldName, int[] uriStats) {
             this.fieldName = StringPrecondition.requireHasLength(fieldName, "fieldName");
-            this.values = Objects.requireNonNull(values);
+            this.values = Arrays.stream(uriStats).boxed().collect(Collectors.toList());
         }
 
         @Override
diff --git a/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/view/UriStatView.java b/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/view/UriStatView.java
index 17bf84da9bf1..9ae41957bfc6 100644
--- a/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/view/UriStatView.java
+++ b/metric-module/metric/src/main/java/com/navercorp/pinpoint/metric/web/view/UriStatView.java
@@ -18,6 +18,8 @@
 import com.fasterxml.jackson.annotation.JsonInclude;
 import com.navercorp.pinpoint.metric.common.model.UriStat;
 import com.navercorp.pinpoint.metric.web.model.UriStatGroup;
+import com.navercorp.pinpoint.metric.web.util.Range;
+import com.navercorp.pinpoint.metric.web.util.TimeWindow;
 
 import java.util.ArrayList;
 import java.util.List;
@@ -30,16 +32,27 @@ public class UriStatView implements TimeSeriesView {
 
     private final List<TimeseriesValueGroupView> uriStats = new ArrayList<>();
 
-    public UriStatView(String uri, List<UriStat> uriStats) {
+    public UriStatView(String uri, TimeWindow timeWindow, List<UriStat> uriStats) {
+        Objects.requireNonNull(timeWindow, "timeWindow");
         Objects.requireNonNull(uriStats, "uriStats");
-        this.timestampList = uriStats.stream().map(UriStat::getTimestamp).collect(Collectors.toList());
+        this.timestampList = createTimeStampList(timeWindow);
         if (uriStats.isEmpty()) {
             this.uriStats.add(UriStatGroup.EMPTY_URI_STAT_GROUP);
         } else {
-            this.uriStats.add(new UriStatGroup(uri, uriStats));
+            this.uriStats.add(new UriStatGroup(uri, timestampList.size(), timeWindow, uriStats));
         }
     }
 
+    private List<Long> createTimeStampList(TimeWindow timeWindow) {
+        List<Long> timestampList = new ArrayList<>((int) timeWindow.getWindowRangeCount());
+
+        for (Long timestamp : timeWindow) {
+            timestampList.add(timestamp);
+        }
+
+        return timestampList;
+    }
+
     @Override
     public String getTitle() {
         return "uriStat";