diff --git a/docs/running-on-yarn.md b/docs/running-on-yarn.md
index 93421efcbc30fce2fd3415d0f34c61379e42af47..c611db0af4ca0cf3ace5a1659ea449eb581777a6 100644
--- a/docs/running-on-yarn.md
+++ b/docs/running-on-yarn.md
@@ -42,7 +42,7 @@ This would be used to connect to the cluster, write to the dfs and submit jobs t
 
 The command to launch the YARN Client is as follows:
 
-    SPARK_JAR=<SPARK_YARN_JAR_FILE> ./spark-class org.apache.spark.deploy.yarn.Client \
+    SPARK_JAR=<SPARK_ASSEMBLY_JAR_FILE> ./spark-class org.apache.spark.deploy.yarn.Client \
       --jar <YOUR_APP_JAR_FILE> \
       --class <APP_MAIN_CLASS> \
       --args <APP_MAIN_ARGUMENTS> \
@@ -54,14 +54,27 @@ The command to launch the YARN Client is as follows:
 
 For example:
 
-    SPARK_JAR=./yarn/target/spark-yarn-assembly-{{site.SPARK_VERSION}}.jar ./spark-class org.apache.spark.deploy.yarn.Client \
-      --jar examples/target/scala-{{site.SCALA_VERSION}}/spark-examples_{{site.SCALA_VERSION}}-{{site.SPARK_VERSION}}.jar \
-      --class org.apache.spark.examples.SparkPi \
-      --args yarn-standalone \
-      --num-workers 3 \
-      --master-memory 4g \
-      --worker-memory 2g \
-      --worker-cores 1
+    # Build the Spark assembly JAR and the Spark examples JAR
+    $ SPARK_HADOOP_VERSION=2.0.5-alpha SPARK_YARN=true ./sbt/sbt assembly
+
+    # Configure logging
+    $ cp conf/log4j.properties.template conf/log4j.properties
+
+    # Submit Spark's ApplicationMaster to YARN's ResourceManager, and instruct Spark to run the SparkPi example
+    $ SPARK_JAR=./assembly/target/scala-{{site.SCALA_VERSION}}/spark-assembly-{{site.SPARK_VERSION}}-hadoop2.0.5-alpha.jar \
+        ./spark-class org.apache.spark.deploy.yarn.Client \
+          --jar examples/target/scala-{{site.SCALA_VERSION}}/spark-examples-assembly-{{site.SPARK_VERSION}}.jar \
+          --class org.apache.spark.examples.SparkPi \
+          --args yarn-standalone \
+          --num-workers 3 \
+          --master-memory 4g \
+          --worker-memory 2g \
+          --worker-cores 1
+
+    # Examine the output (replace $YARN_APP_ID in the following with the "application identifier" output by the previous command)
+    # (Note: YARN_APP_LOGS_DIR is usually /tmp/logs or $HADOOP_HOME/logs/userlogs depending on the Hadoop version.)
+    $ cat $YARN_APP_LOGS_DIR/$YARN_APP_ID/container*_000001/stdout
+    Pi is roughly 3.13794
 
 The above starts a YARN Client programs which periodically polls the Application Master for status updates and displays them in the console. The client will exit once your application has finished running.
 
diff --git a/examples/pom.xml b/examples/pom.xml
index 224cf6c96c9cc91b80a03963f777c246fae403f7..e48f5b50abcc6f7f88bf6bdb40e42be822767539 100644
--- a/examples/pom.xml
+++ b/examples/pom.xml
@@ -127,20 +127,6 @@
     </dependency>
   </dependencies>
 
-  <profiles>
-    <profile>
-      <id>hadoop2-yarn</id>
-      <dependencies>
-        <dependency>
-          <groupId>org.apache.spark</groupId>
-          <artifactId>spark-yarn</artifactId>
-          <version>${project.version}</version>
-          <scope>provided</scope>
-        </dependency>
-      </dependencies>
-    </profile>
-  </profiles>
-
   <build>
     <outputDirectory>target/scala-${scala.version}/classes</outputDirectory>
     <testOutputDirectory>target/scala-${scala.version}/test-classes</testOutputDirectory>
diff --git a/pom.xml b/pom.xml
index c561b099ab76a8dd304a2f65bbb4382d5399d2c9..5c1f9f03246bc714e5e394c6bcc13a21eb9636e3 100644
--- a/pom.xml
+++ b/pom.xml
@@ -368,6 +368,99 @@
           </exclusion>
         </exclusions>
       </dependency>
+      <dependency>
+        <groupId>org.apache.hadoop</groupId>
+        <artifactId>hadoop-yarn-api</artifactId>
+        <version>${hadoop.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>asm</groupId>
+            <artifactId>asm</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.jboss.netty</groupId>
+            <artifactId>netty</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-core-asl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-mapper-asl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-jaxrs</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-xc</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.hadoop</groupId>
+        <artifactId>hadoop-yarn-common</artifactId>
+        <version>${hadoop.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>asm</groupId>
+            <artifactId>asm</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.jboss.netty</groupId>
+            <artifactId>netty</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-core-asl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-mapper-asl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-jaxrs</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-xc</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
+      <dependency>
+        <groupId>org.apache.hadoop</groupId>
+        <artifactId>hadoop-yarn-client</artifactId>
+        <version>${hadoop.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>asm</groupId>
+            <artifactId>asm</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.jboss.netty</groupId>
+            <artifactId>netty</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-core-asl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-mapper-asl</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-jaxrs</artifactId>
+          </exclusion>
+          <exclusion>
+            <groupId>org.codehaus.jackson</groupId>
+            <artifactId>jackson-xc</artifactId>
+          </exclusion>
+        </exclusions>
+      </dependency>
       <!-- Specify Avro version because Kafka also has it as a dependency -->
       <dependency>
         <groupId>org.apache.avro</groupId>
@@ -620,131 +713,6 @@
 
       <dependencyManagement>
         <dependencies>
-          <!-- TODO: check versions, bringover from yarn branch ! -->
-          <dependency>
-            <groupId>org.apache.hadoop</groupId>
-            <artifactId>hadoop-client</artifactId>
-            <version>${hadoop.version}</version>
-            <exclusions>
-              <exclusion>
-                <groupId>asm</groupId>
-                <artifactId>asm</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.jboss.netty</groupId>
-                <artifactId>netty</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-core-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-mapper-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-jaxrs</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-xc</artifactId>
-              </exclusion>
-            </exclusions>
-          </dependency>
-          <dependency>
-            <groupId>org.apache.hadoop</groupId>
-            <artifactId>hadoop-yarn-api</artifactId>
-            <version>${hadoop.version}</version>
-            <exclusions>
-              <exclusion>
-                <groupId>asm</groupId>
-                <artifactId>asm</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.jboss.netty</groupId>
-                <artifactId>netty</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-core-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-mapper-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-jaxrs</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-xc</artifactId>
-              </exclusion>
-            </exclusions>
-          </dependency>
-          <dependency>
-            <groupId>org.apache.hadoop</groupId>
-            <artifactId>hadoop-yarn-common</artifactId>
-            <version>${hadoop.version}</version>
-            <exclusions>
-              <exclusion>
-                <groupId>asm</groupId>
-                <artifactId>asm</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.jboss.netty</groupId>
-                <artifactId>netty</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-core-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-mapper-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-jaxrs</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-xc</artifactId>
-              </exclusion>
-            </exclusions>
-          </dependency>
-          <dependency>
-            <groupId>org.apache.hadoop</groupId>
-            <artifactId>hadoop-yarn-client</artifactId>
-            <version>${hadoop.version}</version>
-            <exclusions>
-              <exclusion>
-                <groupId>asm</groupId>
-                <artifactId>asm</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.jboss.netty</groupId>
-                <artifactId>netty</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-core-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-mapper-asl</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-jaxrs</artifactId>
-              </exclusion>
-              <exclusion>
-                <groupId>org.codehaus.jackson</groupId>
-                <artifactId>jackson-xc</artifactId>
-              </exclusion>
-            </exclusions>
-          </dependency>
         </dependencies>
       </dependencyManagement>
     </profile>
diff --git a/project/SparkBuild.scala b/project/SparkBuild.scala
index d038a4f479682a10e316bc5493f77a278ca4afbb..51773258871aadc9b358e88da465bf140d498e54 100644
--- a/project/SparkBuild.scala
+++ b/project/SparkBuild.scala
@@ -38,10 +38,10 @@ object SparkBuild extends Build {
   lazy val core = Project("core", file("core"), settings = coreSettings)
 
   lazy val repl = Project("repl", file("repl"), settings = replSettings)
-    .dependsOn(core, bagel, mllib) dependsOn(maybeYarn: _*)
+    .dependsOn(core, bagel, mllib)
 
   lazy val examples = Project("examples", file("examples"), settings = examplesSettings)
-    .dependsOn(core, mllib, bagel, streaming) dependsOn(maybeYarn: _*)
+    .dependsOn(core, mllib, bagel, streaming)
 
   lazy val tools = Project("tools", file("tools"), settings = toolsSettings) dependsOn(core) dependsOn(streaming)
 
diff --git a/repl-bin/pom.xml b/repl-bin/pom.xml
index d61b36a61a6559a210a54270d1dee466bb77a5a4..3685561501d67c8c47f0109a1a66588ec8e3acf5 100644
--- a/repl-bin/pom.xml
+++ b/repl-bin/pom.xml
@@ -105,16 +105,6 @@
   </build>
 
   <profiles>
-    <profile>
-      <id>hadoop2-yarn</id>
-      <dependencies>
-        <dependency>
-          <groupId>org.apache.spark</groupId>
-          <artifactId>spark-yarn</artifactId>
-          <version>${project.version}</version>
-        </dependency>
-      </dependencies>
-    </profile>
     <profile>
       <id>deb</id>
       <build>
diff --git a/repl/pom.xml b/repl/pom.xml
index a1c87d7618249cc720a2ecb65aa75dc8ae9248e8..3123b37780dc509c8e302b7fbe41f79610127ad6 100644
--- a/repl/pom.xml
+++ b/repl/pom.xml
@@ -131,16 +131,4 @@
       </plugin>
     </plugins>
   </build>
-  <profiles>
-    <profile>
-      <id>hadoop2-yarn</id>
-      <dependencies>
-        <dependency>
-          <groupId>org.apache.spark</groupId>
-          <artifactId>spark-yarn</artifactId>
-          <version>${project.version}</version>
-        </dependency>
-      </dependencies>
-    </profile>
-  </profiles>
 </project>
diff --git a/yarn/pom.xml b/yarn/pom.xml
index 654b5bcd2dc99f5f60f9d76e389c36237fc08d45..27b2002095fa8c2fa394c6469ad330e5a4bd6a07 100644
--- a/yarn/pom.xml
+++ b/yarn/pom.xml
@@ -30,6 +30,34 @@
   <name>Spark Project YARN Support</name>
   <url>http://spark.incubator.apache.org/</url>
 
+  <dependencies>
+    <dependency>
+      <groupId>org.apache.spark</groupId>
+      <artifactId>spark-core</artifactId>
+      <version>${project.version}</version>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hadoop</groupId>
+      <artifactId>hadoop-yarn-api</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hadoop</groupId>
+      <artifactId>hadoop-yarn-common</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hadoop</groupId>
+      <artifactId>hadoop-yarn-client</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.avro</groupId>
+      <artifactId>avro</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.avro</groupId>
+      <artifactId>avro-ipc</artifactId>
+    </dependency>
+  </dependencies>
+
   <build>
     <outputDirectory>target/scala-${scala.version}/classes</outputDirectory>
     <testOutputDirectory>target/scala-${scala.version}/test-classes</testOutputDirectory>
@@ -75,37 +103,4 @@
       </plugin>
     </plugins>
   </build>
-
-  <profiles>
-    <profile>
-      <id>hadoop2-yarn</id>
-      <dependencies>
-        <dependency>
-          <groupId>org.apache.spark</groupId>
-          <artifactId>spark-core</artifactId>
-          <version>${project.version}</version>
-        </dependency>
-        <dependency>
-          <groupId>org.apache.hadoop</groupId>
-          <artifactId>hadoop-yarn-api</artifactId>
-        </dependency>
-        <dependency>
-          <groupId>org.apache.hadoop</groupId>
-          <artifactId>hadoop-yarn-common</artifactId>
-        </dependency>
-        <dependency>
-          <groupId>org.apache.hadoop</groupId>
-          <artifactId>hadoop-yarn-client</artifactId>
-        </dependency>
-        <dependency>
-          <groupId>org.apache.avro</groupId>
-          <artifactId>avro</artifactId>
-        </dependency>
-        <dependency>
-          <groupId>org.apache.avro</groupId>
-          <artifactId>avro-ipc</artifactId>
-        </dependency>
-      </dependencies>
-    </profile>
-  </profiles>
 </project>