diff --git a/assembly/pom.xml b/assembly/pom.xml
index c2cda41c6db776aa50b2c38eff4f5f18305af103..fc2adc1fbb5d280898b8a1a21214db5e9aa19286 100644
--- a/assembly/pom.xml
+++ b/assembly/pom.xml
@@ -41,27 +41,27 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-bagel_2.10</artifactId>
+      <artifactId>spark-bagel_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-mllib_2.10</artifactId>
+      <artifactId>spark-mllib_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-repl_2.10</artifactId>
+      <artifactId>spark-repl_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-streaming_2.10</artifactId>
+      <artifactId>spark-streaming_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
@@ -79,7 +79,7 @@
         <artifactId>maven-shade-plugin</artifactId>
         <configuration>
           <shadedArtifactAttached>false</shadedArtifactAttached>
-          <outputFile>${project.build.directory}/scala-2.10/${project.artifactId}-${project.version}-hadoop${hadoop.version}.jar</outputFile>
+          <outputFile>${project.build.directory}/scala-${scala.binary.version}/${project.artifactId}-${project.version}-hadoop${hadoop.version}.jar</outputFile>
           <artifactSet>
             <includes>
               <include>*:*</include>
@@ -128,7 +128,7 @@
       <dependencies>
         <dependency>
           <groupId>org.apache.spark</groupId>
-          <artifactId>spark-yarn_2.10</artifactId>
+          <artifactId>spark-yarn_${scala.binary.version}</artifactId>
           <version>${project.version}</version>
         </dependency>
       </dependencies>
diff --git a/bagel/pom.xml b/bagel/pom.xml
index 0f550d70d65c7a91d8e1a912f0934766defc4b70..cb8e79f22535bfd243c96114a9332a211175eb54 100644
--- a/bagel/pom.xml
+++ b/bagel/pom.xml
@@ -34,7 +34,7 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
@@ -43,18 +43,18 @@
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalacheck</groupId>
-      <artifactId>scalacheck_2.10</artifactId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
   </dependencies>
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.scalatest</groupId>
diff --git a/core/pom.xml b/core/pom.xml
index 3fe48fd2afed52637aeacd900bd5a9fc5da0b3ae..cdbaa527316888d65fa6b891817b0e94f488a121 100644
--- a/core/pom.xml
+++ b/core/pom.xml
@@ -86,7 +86,7 @@
     </dependency>
     <dependency>
       <groupId>com.twitter</groupId>
-      <artifactId>chill_2.10</artifactId>
+      <artifactId>chill_${scala.binary.version}</artifactId>
       <version>0.3.1</version>
     </dependency>
     <dependency>
@@ -96,15 +96,15 @@
     </dependency>
     <dependency>
       <groupId>${akka.group}</groupId>
-      <artifactId>akka-actor_2.10</artifactId>
+      <artifactId>akka-actor_${scala.binary.version}</artifactId>
     </dependency>
     <dependency>
       <groupId>${akka.group}</groupId>
-      <artifactId>akka-remote_2.10</artifactId>
+      <artifactId>akka-remote_${scala.binary.version}</artifactId>
     </dependency>
     <dependency>
       <groupId>${akka.group}</groupId>
-      <artifactId>akka-slf4j_2.10</artifactId>
+      <artifactId>akka-slf4j_${scala.binary.version}</artifactId>
     </dependency>
     <dependency>
       <groupId>org.scala-lang</groupId>
@@ -112,7 +112,7 @@
     </dependency>
     <dependency>
       <groupId>net.liftweb</groupId>
-      <artifactId>lift-json_2.10</artifactId>
+      <artifactId>lift-json_${scala.binary.version}</artifactId>
     </dependency>
     <dependency>
       <groupId>it.unimi.dsi</groupId>
@@ -166,12 +166,12 @@
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalacheck</groupId>
-      <artifactId>scalacheck_2.10</artifactId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
@@ -191,8 +191,8 @@
     </dependency>
   </dependencies>
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
diff --git a/examples/pom.xml b/examples/pom.xml
index e16b1c80aaac52601b7e3c3dc14b5eae6529e0cc..7a7032c319b8fefdae06675cd2b078da0eed7efe 100644
--- a/examples/pom.xml
+++ b/examples/pom.xml
@@ -49,25 +49,25 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>provided</scope>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-streaming_2.10</artifactId>
+      <artifactId>spark-streaming_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>provided</scope>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-mllib_2.10</artifactId>
+      <artifactId>spark-mllib_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>provided</scope>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-bagel_2.10</artifactId>
+      <artifactId>spark-bagel_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>provided</scope>
     </dependency>
@@ -88,7 +88,7 @@
     </dependency>
     <dependency>
       <groupId>com.sksamuel.kafka</groupId>
-      <artifactId>kafka_2.10</artifactId>
+      <artifactId>kafka_${scala.binary.version}</artifactId>
       <version>0.8.0-beta1</version>
       <exclusions>
         <exclusion>
@@ -107,17 +107,17 @@
     </dependency>
     <dependency>
       <groupId>com.twitter</groupId>
-      <artifactId>algebird-core_2.10</artifactId>
+      <artifactId>algebird-core_${scala.binary.version}</artifactId>
       <version>0.1.11</version>
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalacheck</groupId>
-      <artifactId>scalacheck_2.10</artifactId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
@@ -166,8 +166,8 @@
   </dependencies>
 
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
diff --git a/mllib/pom.xml b/mllib/pom.xml
index 228f8c029ba1bb69761da2d6cc3f439cb98d68d7..dda3900afebdf721a417bea4fce2ddaf36889bf8 100644
--- a/mllib/pom.xml
+++ b/mllib/pom.xml
@@ -34,7 +34,7 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
@@ -48,12 +48,12 @@
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalacheck</groupId>
-      <artifactId>scalacheck_2.10</artifactId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
@@ -63,8 +63,8 @@
     </dependency>
   </dependencies>
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.scalatest</groupId>
diff --git a/pom.xml b/pom.xml
index 58fc02e0298d9d265be79390ed17572250dd0157..fd99fabc15011f00bd3a957a367e2d3e49010d4e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -102,6 +102,7 @@
     <java.version>1.6</java.version>
 
     <scala.version>2.10.3</scala.version>
+    <scala.binary.version>2.10</scala.binary.version>
     <mesos.version>0.13.0</mesos.version>
     <akka.version>2.2.3</akka.version>
     <akka.group>com.typesafe.akka</akka.group>
@@ -206,7 +207,7 @@
       </dependency>
       <dependency>
         <groupId>com.twitter</groupId>
-        <artifactId>chill_2.10</artifactId>
+        <artifactId>chill_${scala.binary.version}</artifactId>
         <version>0.3.1</version>
       </dependency>
       <dependency>
@@ -216,7 +217,7 @@
       </dependency>
       <dependency>
         <groupId>${akka.group}</groupId>
-        <artifactId>akka-actor_2.10</artifactId>
+        <artifactId>akka-actor_${scala.binary.version}</artifactId>
         <version>${akka.version}</version>
         <exclusions>
           <exclusion>
@@ -227,7 +228,7 @@
       </dependency>
       <dependency>
         <groupId>${akka.group}</groupId>
-        <artifactId>akka-remote_2.10</artifactId>
+        <artifactId>akka-remote_${scala.binary.version}</artifactId>
         <version>${akka.version}</version>
         <exclusions>
           <exclusion>
@@ -238,7 +239,7 @@
       </dependency>
       <dependency>
         <groupId>${akka.group}</groupId>
-        <artifactId>akka-slf4j_2.10</artifactId>
+        <artifactId>akka-slf4j_${scala.binary.version}</artifactId>
         <version>${akka.version}</version>
         <exclusions>
           <exclusion>
@@ -249,7 +250,7 @@
       </dependency>
       <dependency>
         <groupId>${akka.group}</groupId>
-        <artifactId>akka-zeromq_2.10</artifactId>
+        <artifactId>akka-zeromq_${scala.binary.version}</artifactId>
         <version>${akka.version}</version>
         <exclusions>
           <exclusion>
@@ -286,7 +287,7 @@
       </dependency>
       <dependency>
         <groupId>net.liftweb</groupId>
-        <artifactId>lift-json_2.10</artifactId>
+        <artifactId>lift-json_${scala.binary.version}</artifactId>
         <version>2.5.1</version>
         <exclusions>
           <exclusion>
@@ -342,7 +343,7 @@
       </dependency>
       <dependency>
         <groupId>org.scalatest</groupId>
-        <artifactId>scalatest_2.10</artifactId>
+        <artifactId>scalatest_${scala.binary.version}</artifactId>
         <version>1.9.1</version>
         <scope>test</scope>
       </dependency>
@@ -365,7 +366,7 @@
       </dependency>
       <dependency>
         <groupId>org.scalacheck</groupId>
-        <artifactId>scalacheck_2.10</artifactId>
+        <artifactId>scalacheck_${scala.binary.version}</artifactId>
         <version>1.10.0</version>
         <scope>test</scope>
       </dependency>
diff --git a/repl-bin/pom.xml b/repl-bin/pom.xml
index c2a4efa36c485342f597a008dbd5dffaa0c7ddb7..869dbdb9b095a170debd8794cb060f9572edf5e7 100644
--- a/repl-bin/pom.xml
+++ b/repl-bin/pom.xml
@@ -40,18 +40,18 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-bagel_2.10</artifactId>
+      <artifactId>spark-bagel_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>runtime</scope>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-repl_2.10</artifactId>
+      <artifactId>spark-repl_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>runtime</scope>
     </dependency>
diff --git a/repl/pom.xml b/repl/pom.xml
index bf06d730d4ac61f4c4e71378c5472f14d5a45a23..b0e7877bbbac4a11b9af25ac0ca0ba6a1426d4aa 100644
--- a/repl/pom.xml
+++ b/repl/pom.xml
@@ -39,18 +39,18 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-bagel_2.10</artifactId>
+      <artifactId>spark-bagel_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>runtime</scope>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-mllib_2.10</artifactId>
+      <artifactId>spark-mllib_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
       <scope>runtime</scope>
     </dependency>
@@ -78,18 +78,18 @@
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalacheck</groupId>
-      <artifactId>scalacheck_2.10</artifactId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
   </dependencies>
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
diff --git a/streaming/pom.xml b/streaming/pom.xml
index e27b437aae37dee116e8564000a826f3e750f9da..e3b6fee9b297711c9a4de5279e41da14abc30e9b 100644
--- a/streaming/pom.xml
+++ b/streaming/pom.xml
@@ -48,7 +48,7 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
@@ -62,7 +62,7 @@
     </dependency>
     <dependency>
       <groupId>com.sksamuel.kafka</groupId>
-      <artifactId>kafka_2.10</artifactId>
+      <artifactId>kafka_${scala.binary.version}</artifactId>
       <version>0.8.0-beta1</version>
       <exclusions>
         <exclusion>
@@ -111,16 +111,16 @@
     </dependency>
     <dependency>
       <groupId>${akka.group}</groupId>
-      <artifactId>akka-zeromq_2.10</artifactId>
+      <artifactId>akka-zeromq_${scala.binary.version}</artifactId>
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalacheck</groupId>
-      <artifactId>scalacheck_2.10</artifactId>
+      <artifactId>scalacheck_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
@@ -144,8 +144,8 @@
     </dependency>
   </dependencies>
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.scalatest</groupId>
diff --git a/tools/pom.xml b/tools/pom.xml
index 2bad494fc5bd8c1639edabfba7e68b6dc2ca5bfe..28f5ef14b1a35f3c440de9389a2fd99cacf0cdbd 100644
--- a/tools/pom.xml
+++ b/tools/pom.xml
@@ -33,24 +33,24 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-streaming_2.10</artifactId>
+      <artifactId>spark-streaming_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
   </dependencies>
 
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>
diff --git a/yarn/pom.xml b/yarn/pom.xml
index d18ac3736d707a421d34bfbdaa572eeae6b1c15d..bc64a190fd284cebc6ab993ea6de6254841402c0 100644
--- a/yarn/pom.xml
+++ b/yarn/pom.xml
@@ -33,7 +33,7 @@
   <dependencies>
     <dependency>
       <groupId>org.apache.spark</groupId>
-      <artifactId>spark-core_2.10</artifactId>
+      <artifactId>spark-core_${scala.binary.version}</artifactId>
       <version>${project.version}</version>
     </dependency>
     <dependency>
@@ -63,7 +63,7 @@
     </dependency>
     <dependency>
       <groupId>org.scalatest</groupId>
-      <artifactId>scalatest_2.10</artifactId>
+      <artifactId>scalatest_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
@@ -74,8 +74,8 @@
   </dependencies>
 
   <build>
-    <outputDirectory>target/scala-2.10/classes</outputDirectory>
-    <testOutputDirectory>target/scala-2.10/test-classes</testOutputDirectory>
+    <outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory>
+    <testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory>
     <plugins>
       <plugin>
         <groupId>org.apache.maven.plugins</groupId>