diff --git a/core/src/main/scala/org/apache/spark/scheduler/cluster/mesos/MesosClusterScheduler.scala b/core/src/main/scala/org/apache/spark/scheduler/cluster/mesos/MesosClusterScheduler.scala
index 73bd4c58e16f..d00004fe6be9 100644
--- a/core/src/main/scala/org/apache/spark/scheduler/cluster/mesos/MesosClusterScheduler.scala
+++ b/core/src/main/scala/org/apache/spark/scheduler/cluster/mesos/MesosClusterScheduler.scala
@@ -472,7 +472,8 @@ private[spark] class MesosClusterScheduler(
   private class ResourceOffer(
       val offerId: OfferID,
       val slaveId: SlaveID,
-      var resources: JList[Resource]) {
+      var resources: JList[Resource],
+      var attributes: JList[Attribute]) {
     override def toString(): String = {
       s"Offer id: ${offerId}, resources: ${resources}"
     }
@@ -491,8 +492,14 @@ private[spark] class MesosClusterScheduler(
     for (submission <- candidates) {
       val driverCpu = submission.cores
       val driverMem = submission.mem
-      logTrace(s"Finding offer to launch driver with cpu: $driverCpu, mem: $driverMem")
+      val submissionConstraints = parseConstraintString(
+        submission.schedulerProperties.get("spark.mesos.constraints").getOrElse(""))
+      logTrace(s"Finding offer to launch driver with cpu: $driverCpu, mem: $driverMem, " +
+        "constraints: $submissionConstraints")
       val offerOption = currentOffers.find { o =>
+        val offerAttributes = toAttributeMap(o.attributes);
+        val meetsConstraints = matchesAttributeRequirements(submissionConstraints, offerAttributes);
+        meetsConstraints &&
         getResource(o.resources, "cpus") >= driverCpu &&
         getResource(o.resources, "mem") >= driverMem
       }
@@ -547,7 +554,7 @@ private[spark] class MesosClusterScheduler(
     val currentTime = new Date()
 
     val currentOffers = offers.asScala.map {
-      o => new ResourceOffer(o.getId, o.getSlaveId, o.getResourcesList)
+      o => new ResourceOffer(o.getId, o.getSlaveId, o.getResourcesList, o.getAttributesList)
     }.toList
 
     stateLock.synchronized {
diff --git a/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosCoarseGrainedSchedulerBackendSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosCoarseGrainedSchedulerBackendSuite.scala
index 7f21d4c623af..a23f04ac888f 100644
--- a/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosCoarseGrainedSchedulerBackendSuite.scala
+++ b/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosCoarseGrainedSchedulerBackendSuite.scala
@@ -25,6 +25,7 @@ import scala.collection.mutable.ArrayBuffer
 import org.apache.mesos.{Protos, Scheduler, SchedulerDriver}
 import org.apache.mesos.Protos._
 import org.apache.mesos.Protos.Value.Scalar
+import org.apache.mesos.Protos.Value.Text
 import org.mockito.{ArgumentCaptor, Matchers}
 import org.mockito.Matchers._
 import org.mockito.Mockito._
@@ -252,6 +253,36 @@ class MesosCoarseGrainedSchedulerBackendSuite extends SparkFunSuite
     backend.start()
   }
 
+  test("can accept offers meeting attribute requirements") {
+    setBackend(Map("spark.mesos.constraints" -> "zone:us-central1-a"))
+
+    val minMem = backend.executorMemory(sc)
+    val minCpu = 4
+
+    val mesosOffers = new java.util.ArrayList[Offer]
+    val offer = createOffer("o1", "s1", minMem, minCpu,
+      Map("zone" -> "us-central1-a"))
+    mesosOffers.add(offer)
+    backend.resourceOffers(driver, mesosOffers)
+
+    verifyTaskLaunched("o1")
+  }
+
+  test("cannot accept offers not meeting attribute requirements") {
+    setBackend(Map("spark.mesos.constraints" -> "zone:us-central1-a"))
+
+    val minMem = backend.executorMemory(sc)
+    val minCpu = 4
+
+    val mesosOffers = new java.util.ArrayList[Offer]
+    val offer = createOffer("o1", "s1", minMem, minCpu,
+      Map("zone" -> "us-central1-b"))
+    mesosOffers.add(offer)
+    backend.resourceOffers(driver, mesosOffers)
+
+    verifyDeclinedOffer(driver, createOfferId("o1"), true)
+  }
+
   private def verifyDeclinedOffer(driver: SchedulerDriver,
       offerId: OfferID,
       filter: Boolean = false): Unit = {
@@ -302,7 +333,8 @@ class MesosCoarseGrainedSchedulerBackendSuite extends SparkFunSuite
     TaskID.newBuilder().setValue(taskId).build()
   }
 
-  private def createOffer(offerId: String, slaveId: String, mem: Int, cpu: Int): Offer = {
+  private def createOffer(offerId: String, slaveId: String, mem: Int, cpu: Int,
+                          attributes: Map[String, String] = null): Offer = {
     val builder = Offer.newBuilder()
     builder.addResourcesBuilder()
       .setName("mem")
@@ -317,7 +349,15 @@ class MesosCoarseGrainedSchedulerBackendSuite extends SparkFunSuite
         .setValue("f1"))
       .setSlaveId(SlaveID.newBuilder().setValue(slaveId))
       .setHostname(s"host${slaveId}")
-      .build()
+    if (attributes != null) {
+      for (attr <- attributes) {
+        builder.addAttributesBuilder()
+          .setName(attr._1)
+          .setType(Value.Type.TEXT)
+          .setText(Text.newBuilder().setValue(attr._2))
+      }
+    }
+    builder.build()
   }
 
   private def createSchedulerBackend(
diff --git a/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosFineGrainedSchedulerBackendSuite.scala b/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosFineGrainedSchedulerBackendSuite.scala
index 41693b1191a3..97ef070cb303 100644
--- a/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosFineGrainedSchedulerBackendSuite.scala
+++ b/core/src/test/scala/org/apache/spark/scheduler/cluster/mesos/MesosFineGrainedSchedulerBackendSuite.scala
@@ -29,6 +29,7 @@ import scala.collection.mutable.ArrayBuffer
 import org.apache.mesos.{Protos, Scheduler, SchedulerDriver}
 import org.apache.mesos.Protos._
 import org.apache.mesos.Protos.Value.Scalar
+import org.apache.mesos.Protos.Value.Text
 import org.mockito.{ArgumentCaptor, Matchers}
 import org.mockito.Matchers._
 import org.mockito.Mockito._
@@ -380,4 +381,158 @@ class MesosFineGrainedSchedulerBackendSuite
       r.getName.equals("cpus") && r.getScalar.getValue.equals(1.0) && r.getRole.equals("prod")
     })
   }
+
+  test("can accept offers meeting attribute requirements") {
+    val driver = mock[SchedulerDriver]
+    val taskScheduler = mock[TaskSchedulerImpl]
+    val conf = new SparkConf()
+      .set("spark.mesos.constraints", "zone:us-central1-a")
+
+    val listenerBus = mock[LiveListenerBus]
+    listenerBus.post(
+      SparkListenerExecutorAdded(anyLong, "s1", new ExecutorInfo("host1", 2, Map.empty)))
+
+    val sc = mock[SparkContext]
+    when(sc.executorMemory).thenReturn(100)
+    when(sc.getSparkHome()).thenReturn(Option("/path"))
+    when(sc.executorEnvs).thenReturn(new mutable.HashMap[String, String])
+    when(sc.conf).thenReturn(conf)
+    when(sc.listenerBus).thenReturn(listenerBus)
+
+    val id = 1
+    val builder = Offer.newBuilder()
+    builder.addResourcesBuilder()
+      .setName("mem")
+      .setType(Value.Type.SCALAR)
+      .setScalar(Scalar.newBuilder().setValue(500))
+    builder.addResourcesBuilder()
+      .setName("cpus")
+      .setType(Value.Type.SCALAR)
+      .setScalar(Scalar.newBuilder().setValue(4))
+    builder.addAttributesBuilder()
+      .setName("zone")
+      .setType(Value.Type.TEXT)
+      .setText(Text.newBuilder().setValue("us-central1-a"))
+    val offer = builder.setId(OfferID.newBuilder().setValue(s"o${id.toString}").build())
+      .setFrameworkId(FrameworkID.newBuilder().setValue("f1"))
+      .setSlaveId(SlaveID.newBuilder().setValue(s"s${id.toString}"))
+      .setHostname(s"host${id.toString}").build()
+
+    val mesosOffers = new java.util.ArrayList[Offer]
+    mesosOffers.add(offer)
+
+    val backend = new MesosFineGrainedSchedulerBackend(taskScheduler, sc, "master")
+
+    val expectedWorkerOffers = new ArrayBuffer[WorkerOffer](1)
+    expectedWorkerOffers.append(new WorkerOffer(
+      mesosOffers.get(0).getSlaveId.getValue,
+      mesosOffers.get(0).getHostname,
+      3 // Deducting 1 for executor
+    ))
+
+    val taskDesc = new TaskDescription(1L, 0, "s1", "n1", 0, ByteBuffer.wrap(new Array[Byte](0)))
+    when(taskScheduler.resourceOffers(expectedWorkerOffers)).thenReturn(Seq(Seq(taskDesc)))
+    when(taskScheduler.CPUS_PER_TASK).thenReturn(1)
+
+    val capture = ArgumentCaptor.forClass(classOf[Collection[TaskInfo]])
+    when(
+      driver.launchTasks(
+        Matchers.eq(Collections.singleton(mesosOffers.get(0).getId)),
+        capture.capture(),
+        any(classOf[Filters])
+      )
+    ).thenReturn(Status.valueOf(1))
+
+    backend.resourceOffers(driver, mesosOffers)
+
+    verify(driver, times(1)).launchTasks(
+      Matchers.eq(Collections.singleton(mesosOffers.get(0).getId)),
+      capture.capture(),
+      any(classOf[Filters])
+    )
+
+    assert(capture.getValue.size() === 1)
+    val taskInfo = capture.getValue.iterator().next()
+    assert(taskInfo.getName.equals("n1"))
+    assert(taskInfo.getResourcesCount === 1)
+    val cpusDev = taskInfo.getResourcesList.get(0)
+    assert(cpusDev.getName.equals("cpus"))
+    assert(cpusDev.getScalar.getValue.equals(1.0))
+    val executorResources = taskInfo.getExecutor.getResourcesList.asScala
+    assert(executorResources.exists { r =>
+      r.getName.equals("mem") && r.getScalar.getValue.equals(484.0)
+    })
+    assert(executorResources.exists { r =>
+      r.getName.equals("cpus") && r.getScalar.getValue.equals(1.0)
+    })
+  }
+
+  test("cannot accept offers not meeting attribute requirements") {
+    val driver = mock[SchedulerDriver]
+    val taskScheduler = mock[TaskSchedulerImpl]
+    val conf = new SparkConf()
+      .set("spark.mesos.constraints", "zone:us-central1-a")
+
+    val listenerBus = mock[LiveListenerBus]
+    listenerBus.post(
+      SparkListenerExecutorAdded(anyLong, "s1", new ExecutorInfo("host1", 2, Map.empty)))
+
+    val sc = mock[SparkContext]
+    when(sc.executorMemory).thenReturn(100)
+    when(sc.getSparkHome()).thenReturn(Option("/path"))
+    when(sc.executorEnvs).thenReturn(new mutable.HashMap[String, String])
+    when(sc.conf).thenReturn(conf)
+    when(sc.listenerBus).thenReturn(listenerBus)
+
+    val id = 1
+    val builder = Offer.newBuilder()
+    builder.addResourcesBuilder()
+      .setName("mem")
+      .setType(Value.Type.SCALAR)
+      .setScalar(Scalar.newBuilder().setValue(500))
+    builder.addResourcesBuilder()
+      .setName("cpus")
+      .setType(Value.Type.SCALAR)
+      .setScalar(Scalar.newBuilder().setValue(4))
+    builder.addAttributesBuilder()
+      .setName("zone")
+      .setType(Value.Type.TEXT)
+      .setText(Text.newBuilder().setValue("us-central1-b"))
+    val offer = builder.setId(OfferID.newBuilder().setValue(s"o${id.toString}").build())
+      .setFrameworkId(FrameworkID.newBuilder().setValue("f1"))
+      .setSlaveId(SlaveID.newBuilder().setValue(s"s${id.toString}"))
+      .setHostname(s"host${id.toString}").build()
+
+    val mesosOffers = new java.util.ArrayList[Offer]
+    mesosOffers.add(offer)
+
+    val backend = new MesosFineGrainedSchedulerBackend(taskScheduler, sc, "master")
+
+    val expectedWorkerOffers = new ArrayBuffer[WorkerOffer](0)
+
+    when(taskScheduler.resourceOffers(expectedWorkerOffers)).thenReturn(Seq(Seq()))
+    when(taskScheduler.CPUS_PER_TASK).thenReturn(1)
+
+    val capture = ArgumentCaptor.forClass(classOf[Collection[TaskInfo]])
+    when(
+      driver.launchTasks(
+        Matchers.eq(Collections.singleton(mesosOffers.get(0).getId)),
+        capture.capture(),
+        any(classOf[Filters])
+      )
+    ).thenReturn(Status.valueOf(1))
+    when(driver.declineOffer(mesosOffers.get(0).getId)).thenReturn(Status.valueOf(1))
+
+    backend.resourceOffers(driver, mesosOffers)
+
+    verify(driver, never()).launchTasks(
+      Matchers.eq(Collections.singleton(mesosOffers.get(0).getId)),
+      capture.capture(),
+      any(classOf[Filters])
+    )
+    verify(driver, times(1)).declineOffer(
+      Matchers.eq(mesosOffers.get(0).getId),
+      any(classOf[Filters])
+    )
+  }
 }