diff --git a/core/src/main/scala/org/apache/spark/status/api/v1/StagesResource.scala b/core/src/main/scala/org/apache/spark/status/api/v1/StagesResource.scala
index 9d1d66a0e15a4..db53a400ed62f 100644
--- a/core/src/main/scala/org/apache/spark/status/api/v1/StagesResource.scala
+++ b/core/src/main/scala/org/apache/spark/status/api/v1/StagesResource.scala
@@ -24,8 +24,9 @@ import org.apache.spark.SparkException
 import org.apache.spark.scheduler.StageInfo
 import org.apache.spark.status.api.v1.StageStatus._
 import org.apache.spark.status.api.v1.TaskSorting._
-import org.apache.spark.ui.SparkUI
+import org.apache.spark.ui.{SparkUI, UIUtils}
 import org.apache.spark.ui.jobs.ApiHelper._
+import org.apache.spark.util.Utils
 
 @Produces(Array(MediaType.APPLICATION_JSON))
 private[v1] class StagesResource extends BaseAppResource {
@@ -189,32 +190,42 @@ private[v1] class StagesResource extends BaseAppResource {
     val taskMetricsContainsValue = (task: TaskData) => task.taskMetrics match {
       case None => false
       case Some(metrics) =>
-        (containsValue(task.taskMetrics.get.executorDeserializeTime)
-        || containsValue(task.taskMetrics.get.executorRunTime)
-        || containsValue(task.taskMetrics.get.jvmGcTime)
-        || containsValue(task.taskMetrics.get.resultSerializationTime)
-        || containsValue(task.taskMetrics.get.memoryBytesSpilled)
-        || containsValue(task.taskMetrics.get.diskBytesSpilled)
-        || containsValue(task.taskMetrics.get.peakExecutionMemory)
-        || containsValue(task.taskMetrics.get.inputMetrics.bytesRead)
+        (containsValue(UIUtils.formatDuration(task.taskMetrics.get.executorDeserializeTime))
+        || containsValue(UIUtils.formatDuration(task.taskMetrics.get.executorRunTime))
+        || containsValue(UIUtils.formatDuration(task.taskMetrics.get.jvmGcTime))
+        || containsValue(UIUtils.formatDuration(task.taskMetrics.get.resultSerializationTime))
+        || containsValue(Utils.bytesToString(task.taskMetrics.get.memoryBytesSpilled))
+        || containsValue(Utils.bytesToString(task.taskMetrics.get.diskBytesSpilled))
+        || containsValue(Utils.bytesToString(task.taskMetrics.get.peakExecutionMemory))
+        || containsValue(Utils.bytesToString(task.taskMetrics.get.inputMetrics.bytesRead))
         || containsValue(task.taskMetrics.get.inputMetrics.recordsRead)
-        || containsValue(task.taskMetrics.get.outputMetrics.bytesWritten)
+        || containsValue(Utils.bytesToString(
+          task.taskMetrics.get.outputMetrics.bytesWritten))
         || containsValue(task.taskMetrics.get.outputMetrics.recordsWritten)
-        || containsValue(task.taskMetrics.get.shuffleReadMetrics.fetchWaitTime)
+        || containsValue(UIUtils.formatDuration(
+          task.taskMetrics.get.shuffleReadMetrics.fetchWaitTime))
+        || containsValue(Utils.bytesToString(
+          task.taskMetrics.get.shuffleReadMetrics.remoteBytesRead))
+        || containsValue(Utils.bytesToString(
+          task.taskMetrics.get.shuffleReadMetrics.localBytesRead +
+          task.taskMetrics.get.shuffleReadMetrics.remoteBytesRead))
         || containsValue(task.taskMetrics.get.shuffleReadMetrics.recordsRead)
-        || containsValue(task.taskMetrics.get.shuffleWriteMetrics.bytesWritten)
+        || containsValue(Utils.bytesToString(
+          task.taskMetrics.get.shuffleWriteMetrics.bytesWritten))
         || containsValue(task.taskMetrics.get.shuffleWriteMetrics.recordsWritten)
-        || containsValue(task.taskMetrics.get.shuffleWriteMetrics.writeTime))
+        || containsValue(UIUtils.formatDuration(
+          task.taskMetrics.get.shuffleWriteMetrics.writeTime / 1000000)))
     }
     val filteredTaskDataSequence: Seq[TaskData] = taskDataList.filter(f =>
       (containsValue(f.taskId) || containsValue(f.index) || containsValue(f.attempt)
-        || containsValue(f.launchTime)
+        || containsValue(UIUtils.formatDate(f.launchTime))
         || containsValue(f.resultFetchStart.getOrElse(defaultOptionString))
         || containsValue(f.executorId) || containsValue(f.host) || containsValue(f.status)
         || containsValue(f.taskLocality) || containsValue(f.speculative)
         || containsValue(f.errorMessage.getOrElse(defaultOptionString))
         || taskMetricsContainsValue(f)
-        || containsValue(f.schedulerDelay) || containsValue(f.gettingResultTime)))
+        || containsValue(UIUtils.formatDuration(f.schedulerDelay))
+        || containsValue(UIUtils.formatDuration(f.gettingResultTime))))
     filteredTaskDataSequence
   }