diff --git a/core/src/main/scala/org/apache/spark/executor/TaskMetrics.scala b/core/src/main/scala/org/apache/spark/executor/TaskMetrics.scala
index 9e0e9946b..e6ca5d034 100644
--- a/core/src/main/scala/org/apache/spark/executor/TaskMetrics.scala
+++ b/core/src/main/scala/org/apache/spark/executor/TaskMetrics.scala
@@ -106,6 +106,10 @@ class TaskMetrics extends Serializable {
   def diskNanos: Long = _diskNanos
   private[spark] def incDiskNanos(value: Long) = _diskNanos += value
 
+  private var _diskReadNanos: Long = _
+  def diskReadNanos: Long = _diskReadNanos
+  private[spark] def incDiskReadNanos(value: Long) = _diskReadNanos += value
+
   /**
    * Total time tht disk monotasks for this macrotask spent queued.
    */
diff --git a/core/src/main/scala/org/apache/spark/monotasks/disk/DiskReadMonotask.scala b/core/src/main/scala/org/apache/spark/monotasks/disk/DiskReadMonotask.scala
index 1e5f229f2..af0942db9 100644
--- a/core/src/main/scala/org/apache/spark/monotasks/disk/DiskReadMonotask.scala
+++ b/core/src/main/scala/org/apache/spark/monotasks/disk/DiskReadMonotask.scala
@@ -81,10 +81,12 @@ private[spark] class DiskReadMonotask(
     val buffer = ByteBuffer.allocate(bytesToRead)
 
     try {
-      val startTimeMillis = System.currentTimeMillis()
+      val startTimeNanos = System.nanoTime()
       channel.read(buffer)
+      val totalTime = System.nanoTime() - startTimeNanos
+      context.taskMetrics.incDiskReadNanos(totalTime)
       logDebug(s"Block $blockId (size: ${Utils.bytesToString(bytesToRead)}) read from " +
-        s"disk $diskId in ${System.currentTimeMillis - startTimeMillis} ms into $buffer")
+        s"disk $diskId in ${totalTime / 1.0e6} ms into $buffer")
     } finally {
       channel.close()
       stream.close()
diff --git a/core/src/main/scala/org/apache/spark/monotasks/disk/HdfsReadMonotask.scala b/core/src/main/scala/org/apache/spark/monotasks/disk/HdfsReadMonotask.scala
index ad277f2f6..bdb4dabaa 100644
--- a/core/src/main/scala/org/apache/spark/monotasks/disk/HdfsReadMonotask.scala
+++ b/core/src/main/scala/org/apache/spark/monotasks/disk/HdfsReadMonotask.scala
@@ -47,6 +47,7 @@ private[spark] class HdfsReadMonotask(
     val stream = path.getFileSystem(hadoopConf).open(path)
     val sizeBytes = hadoopSplit.getLength().toInt
     val buffer = new Array[Byte](sizeBytes)
+    val startTime = System.nanoTime()
 
     try {
       stream.readFully(hadoopSplit.getStart(), buffer)
@@ -56,6 +57,7 @@ private[spark] class HdfsReadMonotask(
 
     SparkEnv.get.blockManager.cacheBytes(
       getResultBlockId(), ByteBuffer.wrap(buffer), StorageLevel.MEMORY_ONLY_SER, false)
+    context.taskMetrics.incDiskReadNanos(System.nanoTime() - startTime)
     context.taskMetrics.getInputMetricsForReadMethod(DataReadMethod.Hadoop).incBytesRead(sizeBytes)
   }
 }
diff --git a/core/src/main/scala/org/apache/spark/util/JsonProtocol.scala b/core/src/main/scala/org/apache/spark/util/JsonProtocol.scala
index 15d44a49b..a9200ce78 100644
--- a/core/src/main/scala/org/apache/spark/util/JsonProtocol.scala
+++ b/core/src/main/scala/org/apache/spark/util/JsonProtocol.scala
@@ -309,6 +309,7 @@ private[spark] object JsonProtocol {
     ("Computation Nanos" -> taskMetrics.computationNanos) ~
     ("Compute Wait Nanos" -> taskMetrics.computeWaitNanos) ~
     ("Disk Nanos" -> taskMetrics.diskNanos) ~
+    ("Disk Read Nanos" -> taskMetrics.diskReadNanos) ~
     ("Disk Wait Nanos" -> taskMetrics.diskWaitNanos) ~
     ("HDFS Deserialization/Decompression Millis" ->
       taskMetrics.hdfsDeserializationDecompressionMillis) ~