diff --git a/dev/deps/spark-deps-hadoop-2-hive-2.3 b/dev/deps/spark-deps-hadoop-2-hive-2.3
index 5dc9010a980a1..3cc59f65199db 100644
--- a/dev/deps/spark-deps-hadoop-2-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-2-hive-2.3
@@ -32,6 +32,7 @@ bonecp/0.8.0.RELEASE//bonecp-0.8.0.RELEASE.jar
 breeze-macros_2.12/1.2//breeze-macros_2.12-1.2.jar
 breeze_2.12/1.2//breeze_2.12-1.2.jar
 cats-kernel_2.12/2.1.1//cats-kernel_2.12-2.1.1.jar
+checker-qual/3.8.0//checker-qual-3.8.0.jar
 chill-java/0.10.0//chill-java-0.10.0.jar
 chill_2.12/0.10.0//chill_2.12-0.10.0.jar
 commons-beanutils/1.9.4//commons-beanutils-1.9.4.jar
@@ -64,11 +65,13 @@ datanucleus-core/4.1.17//datanucleus-core-4.1.17.jar
 datanucleus-rdbms/4.1.19//datanucleus-rdbms-4.1.19.jar
 derby/10.14.2.0//derby-10.14.2.0.jar
 dropwizard-metrics-hadoop-metrics2-reporter/0.1.2//dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar
+error_prone_annotations/2.5.1//error_prone_annotations-2.5.1.jar
+failureaccess/1.0.1//failureaccess-1.0.1.jar
 flatbuffers-java/1.12.0//flatbuffers-java-1.12.0.jar
 generex/1.0.2//generex-1.0.2.jar
 gmetric4j/1.0.10//gmetric4j-1.0.10.jar
 gson/2.2.4//gson-2.2.4.jar
-guava/14.0.1//guava-14.0.1.jar
+guava/30.1.1-jre//guava-30.1.1-jre.jar
 guice-servlet/3.0//guice-servlet-3.0.jar
 guice/3.0//guice-3.0.jar
 hadoop-annotations/2.7.4//hadoop-annotations-2.7.4.jar
@@ -112,6 +115,7 @@ httpclient/4.5.13//httpclient-4.5.13.jar
 httpcore/4.4.14//httpcore-4.4.14.jar
 istack-commons-runtime/3.0.8//istack-commons-runtime-3.0.8.jar
 ivy/2.5.0//ivy-2.5.0.jar
+j2objc-annotations/1.3//j2objc-annotations-1.3.jar
 jackson-annotations/2.13.2//jackson-annotations-2.13.2.jar
 jackson-core-asl/1.9.13//jackson-core-asl-1.9.13.jar
 jackson-core/2.13.2//jackson-core-2.13.2.jar
@@ -187,6 +191,7 @@ lapack/2.2.1//lapack-2.2.1.jar
 leveldbjni-all/1.8//leveldbjni-all-1.8.jar
 libfb303/0.9.3//libfb303-0.9.3.jar
 libthrift/0.12.0//libthrift-0.12.0.jar
+listenablefuture/9999.0-empty-to-avoid-conflict-with-guava//listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar
 log4j-1.2-api/2.17.2//log4j-1.2-api-2.17.2.jar
 log4j-api/2.17.2//log4j-api-2.17.2.jar
 log4j-core/2.17.2//log4j-core-2.17.2.jar
diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index b030813dbe910..7866dfda727f1 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -34,6 +34,7 @@ bonecp/0.8.0.RELEASE//bonecp-0.8.0.RELEASE.jar
 breeze-macros_2.12/1.2//breeze-macros_2.12-1.2.jar
 breeze_2.12/1.2//breeze_2.12-1.2.jar
 cats-kernel_2.12/2.1.1//cats-kernel_2.12-2.1.1.jar
+checker-qual/3.8.0//checker-qual-3.8.0.jar
 chill-java/0.10.0//chill-java-0.10.0.jar
 chill_2.12/0.10.0//chill_2.12-0.10.0.jar
 commons-cli/1.5.0//commons-cli-1.5.0.jar
@@ -62,11 +63,13 @@ datanucleus-core/4.1.17//datanucleus-core-4.1.17.jar
 datanucleus-rdbms/4.1.19//datanucleus-rdbms-4.1.19.jar
 derby/10.14.2.0//derby-10.14.2.0.jar
 dropwizard-metrics-hadoop-metrics2-reporter/0.1.2//dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar
+error_prone_annotations/2.5.1//error_prone_annotations-2.5.1.jar
+failureaccess/1.0.1//failureaccess-1.0.1.jar
 flatbuffers-java/1.12.0//flatbuffers-java-1.12.0.jar
 generex/1.0.2//generex-1.0.2.jar
 gmetric4j/1.0.10//gmetric4j-1.0.10.jar
 gson/2.2.4//gson-2.2.4.jar
-guava/14.0.1//guava-14.0.1.jar
+guava/30.1.1-jre//guava-30.1.1-jre.jar
 hadoop-aliyun/3.3.2//hadoop-aliyun-3.3.2.jar
 hadoop-annotations/3.3.2//hadoop-annotations-3.3.2.jar
 hadoop-aws/3.3.2//hadoop-aws-3.3.2.jar
@@ -102,6 +105,7 @@ httpcore/4.4.14//httpcore-4.4.14.jar
 ini4j/0.5.4//ini4j-0.5.4.jar
 istack-commons-runtime/3.0.8//istack-commons-runtime-3.0.8.jar
 ivy/2.5.0//ivy-2.5.0.jar
+j2objc-annotations/1.3//j2objc-annotations-1.3.jar
 jackson-annotations/2.13.2//jackson-annotations-2.13.2.jar
 jackson-core-asl/1.9.13//jackson-core-asl-1.9.13.jar
 jackson-core/2.13.2//jackson-core-2.13.2.jar
@@ -173,6 +177,7 @@ lapack/2.2.1//lapack-2.2.1.jar
 leveldbjni-all/1.8//leveldbjni-all-1.8.jar
 libfb303/0.9.3//libfb303-0.9.3.jar
 libthrift/0.12.0//libthrift-0.12.0.jar
+listenablefuture/9999.0-empty-to-avoid-conflict-with-guava//listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar
 log4j-1.2-api/2.17.2//log4j-1.2-api-2.17.2.jar
 log4j-api/2.17.2//log4j-api-2.17.2.jar
 log4j-core/2.17.2//log4j-core-2.17.2.jar
diff --git a/dev/test-dependencies.sh b/dev/test-dependencies.sh
index 2268a262d5f8f..5452389a101ba 100755
--- a/dev/test-dependencies.sh
+++ b/dev/test-dependencies.sh
@@ -50,7 +50,7 @@ OLD_VERSION=$($MVN -q \
     --non-recursive \
     org.codehaus.mojo:exec-maven-plugin:1.6.0:exec | grep -E '[0-9]+\.[0-9]+\.[0-9]+')
 # dependency:get for guava and jetty-io are workaround for SPARK-37302.
-GUAVA_VERSION=$(build/mvn help:evaluate -Dexpression=guava.version -q -DforceStdout | grep -E "^[0-9.]+$")
+GUAVA_VERSION=$(build/mvn help:evaluate -Dexpression=guava.version -q -DforceStdout | grep -E "^[0-9.]+(-jre)?")
 build/mvn dependency:get -Dartifact=com.google.guava:guava:${GUAVA_VERSION} -q
 JETTY_VERSION=$(build/mvn help:evaluate -Dexpression=jetty.version -q -DforceStdout | grep -E "^[0-9.]+v[0-9]+")
 build/mvn dependency:get -Dartifact=org.eclipse.jetty:jetty-io:${JETTY_VERSION} -q
diff --git a/pom.xml b/pom.xml
index 3cd9c224ecb3b..64fa3f1bc9050 100644
--- a/pom.xml
+++ b/pom.xml
@@ -191,7 +191,7 @@
     <!-- org.apache.commons/commons-pool2/-->
     <commons-pool2.version>2.11.1</commons-pool2.version>
     <datanucleus-core.version>4.1.17</datanucleus-core.version>
-    <guava.version>14.0.1</guava.version>
+    <guava.version>30.1.1-jre</guava.version>
     <janino.version>3.0.16</janino.version>
     <jersey.version>2.35</jersey.version>
     <joda.version>2.10.13</joda.version>