diff --git a/dev/deps/spark-deps-hadoop-2.6 b/dev/deps/spark-deps-hadoop-2.6
index 01af2c75b025..4599a19a5c0a 100644
--- a/dev/deps/spark-deps-hadoop-2.6
+++ b/dev/deps/spark-deps-hadoop-2.6
@@ -14,9 +14,9 @@ apacheds-kerberos-codec-2.0.0-M15.jar
 api-asn1-api-1.0.0-M20.jar
 api-util-1.0.0-M20.jar
 arpack_combined_all-0.1.jar
-arrow-format-0.4.0.jar
-arrow-memory-0.4.0.jar
-arrow-vector-0.4.0.jar
+arrow-format-0.6.0.jar
+arrow-memory-0.6.0.jar
+arrow-vector-0.6.0.jar
 avro-1.7.7.jar
 avro-ipc-1.7.7.jar
 avro-mapred-1.7.7-hadoop2.jar
@@ -82,7 +82,7 @@ hadoop-yarn-server-web-proxy-2.6.5.jar
 hk2-api-2.4.0-b34.jar
 hk2-locator-2.4.0-b34.jar
 hk2-utils-2.4.0-b34.jar
-hppc-0.7.1.jar
+hppc-0.7.2.jar
 htrace-core-3.0.4.jar
 httpclient-4.5.2.jar
 httpcore-4.4.4.jar
diff --git a/dev/deps/spark-deps-hadoop-2.7 b/dev/deps/spark-deps-hadoop-2.7
index 69f3a4bb60f8..416f76ed52e2 100644
--- a/dev/deps/spark-deps-hadoop-2.7
+++ b/dev/deps/spark-deps-hadoop-2.7
@@ -14,9 +14,9 @@ apacheds-kerberos-codec-2.0.0-M15.jar
 api-asn1-api-1.0.0-M20.jar
 api-util-1.0.0-M20.jar
 arpack_combined_all-0.1.jar
-arrow-format-0.4.0.jar
-arrow-memory-0.4.0.jar
-arrow-vector-0.4.0.jar
+arrow-format-0.6.0.jar
+arrow-memory-0.6.0.jar
+arrow-vector-0.6.0.jar
 avro-1.7.7.jar
 avro-ipc-1.7.7.jar
 avro-mapred-1.7.7-hadoop2.jar
@@ -82,7 +82,7 @@ hadoop-yarn-server-web-proxy-2.7.3.jar
 hk2-api-2.4.0-b34.jar
 hk2-locator-2.4.0-b34.jar
 hk2-utils-2.4.0-b34.jar
-hppc-0.7.1.jar
+hppc-0.7.2.jar
 htrace-core-3.1.0-incubating.jar
 httpclient-4.5.2.jar
 httpcore-4.4.4.jar
diff --git a/pom.xml b/pom.xml
index c0df3ef0fe20..701bf3cd5eb9 100644
--- a/pom.xml
+++ b/pom.xml
@@ -184,7 +184,7 @@
     <paranamer.version>2.6</paranamer.version>
     <maven-antrun.version>1.8</maven-antrun.version>
     <commons-crypto.version>1.0.0</commons-crypto.version>
-    <arrow.version>0.4.0</arrow.version>
+    <arrow.version>0.6.0</arrow.version>
 
     <test.java.home>${java.home}</test.java.home>
     <test.exclude.tags></test.exclude.tags>