diff --git a/dev/deps/dependencies-client-flink-1.14 b/dev/deps/dependencies-client-flink-1.14
index d57febdfbb6..f0f24cf3f52 100644
--- a/dev/deps/dependencies-client-flink-1.14
+++ b/dev/deps/dependencies-client-flink-1.14
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-flink-1.15 b/dev/deps/dependencies-client-flink-1.15
index d57febdfbb6..f0f24cf3f52 100644
--- a/dev/deps/dependencies-client-flink-1.15
+++ b/dev/deps/dependencies-client-flink-1.15
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-flink-1.17 b/dev/deps/dependencies-client-flink-1.17
index d57febdfbb6..f0f24cf3f52 100644
--- a/dev/deps/dependencies-client-flink-1.17
+++ b/dev/deps/dependencies-client-flink-1.17
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-flink-1.18 b/dev/deps/dependencies-client-flink-1.18
index d57febdfbb6..f0f24cf3f52 100644
--- a/dev/deps/dependencies-client-flink-1.18
+++ b/dev/deps/dependencies-client-flink-1.18
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-flink-1.19 b/dev/deps/dependencies-client-flink-1.19
index d57febdfbb6..f0f24cf3f52 100644
--- a/dev/deps/dependencies-client-flink-1.19
+++ b/dev/deps/dependencies-client-flink-1.19
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-mr b/dev/deps/dependencies-client-mr
index 4f7b59ff9fc..498905f67df 100644
--- a/dev/deps/dependencies-client-mr
+++ b/dev/deps/dependencies-client-mr
@@ -41,10 +41,10 @@ curator-framework/5.2.0//curator-framework-5.2.0.jar
 curator-recipes/5.2.0//curator-recipes-5.2.0.jar
 dnsjava/2.1.7//dnsjava-2.1.7.jar
 ehcache/3.3.1//ehcache-3.3.1.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
 geronimo-jcache_1.0_spec/1.0-alpha-1//geronimo-jcache_1.0_spec-1.0-alpha-1.jar
 gson/2.9.0//gson-2.9.0.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 guice-servlet/4.0//guice-servlet-4.0.jar
 guice/4.0//guice-4.0.jar
 hadoop-annotations/3.3.6//hadoop-annotations-3.3.6.jar
diff --git a/dev/deps/dependencies-client-spark-2.4 b/dev/deps/dependencies-client-spark-2.4
index 1d565ff7ee8..9b044b54e56 100644
--- a/dev/deps/dependencies-client-spark-2.4
+++ b/dev/deps/dependencies-client-spark-2.4
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-spark-3.0 b/dev/deps/dependencies-client-spark-3.0
index 0f15558228c..b69c67e12f3 100644
--- a/dev/deps/dependencies-client-spark-3.0
+++ b/dev/deps/dependencies-client-spark-3.0
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-spark-3.1 b/dev/deps/dependencies-client-spark-3.1
index e58c2b7512f..992d3365d11 100644
--- a/dev/deps/dependencies-client-spark-3.1
+++ b/dev/deps/dependencies-client-spark-3.1
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-spark-3.2 b/dev/deps/dependencies-client-spark-3.2
index a4e18920b17..0ec524f5439 100644
--- a/dev/deps/dependencies-client-spark-3.2
+++ b/dev/deps/dependencies-client-spark-3.2
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-spark-3.3 b/dev/deps/dependencies-client-spark-3.3
index 1c6256450e6..cb6f91f5009 100644
--- a/dev/deps/dependencies-client-spark-3.3
+++ b/dev/deps/dependencies-client-spark-3.3
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-spark-3.4 b/dev/deps/dependencies-client-spark-3.4
index fd38d5bb5fd..bff920f8adb 100644
--- a/dev/deps/dependencies-client-spark-3.4
+++ b/dev/deps/dependencies-client-spark-3.4
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-client-spark-3.5 b/dev/deps/dependencies-client-spark-3.5
index 27292934b69..02322565816 100644
--- a/dev/deps/dependencies-client-spark-3.5
+++ b/dev/deps/dependencies-client-spark-3.5
@@ -20,8 +20,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 jackson-annotations/2.15.3//jackson-annotations-2.15.3.jar
diff --git a/dev/deps/dependencies-server b/dev/deps/dependencies-server
index ca5a32e7e08..a09ea318c6b 100644
--- a/dev/deps/dependencies-server
+++ b/dev/deps/dependencies-server
@@ -25,8 +25,8 @@ commons-crypto/1.0.0//commons-crypto-1.0.0.jar
 commons-io/2.13.0//commons-io-2.13.0.jar
 commons-lang3/3.12.0//commons-lang3-3.12.0.jar
 commons-logging/1.1.3//commons-logging-1.1.3.jar
-failureaccess/1.0.1//failureaccess-1.0.1.jar
-guava/32.1.3-jre//guava-32.1.3-jre.jar
+failureaccess/1.0.2//failureaccess-1.0.2.jar
+guava/33.1.0-jre//guava-33.1.0-jre.jar
 hadoop-client-api/3.3.6//hadoop-client-api-3.3.6.jar
 hadoop-client-runtime/3.3.6//hadoop-client-runtime-3.3.6.jar
 hk2-api/2.6.1//hk2-api-2.6.1.jar
diff --git a/pom.xml b/pom.xml
index 00a718a4cbb..83e940f43f9 100644
--- a/pom.xml
+++ b/pom.xml
@@ -79,7 +79,7 @@
     <error-prone.jdk8.javac.version>9+181-r4173-1</error-prone.jdk8.javac.version>
     <google.jsr305.version>1.3.9</google.jsr305.version>
     <grpc.version>1.44.0</grpc.version>
-    <guava.version>32.1.3-jre</guava.version>
+    <guava.version>33.1.0-jre</guava.version>
     <junit.version>4.13.2</junit.version>
     <leveldb.version>1.8</leveldb.version>
     <log4j2.version>2.17.2</log4j2.version>
diff --git a/project/CelebornBuild.scala b/project/CelebornBuild.scala
index 906ca112b2d..c9d11acefe1 100644
--- a/project/CelebornBuild.scala
+++ b/project/CelebornBuild.scala
@@ -43,7 +43,7 @@ object Dependencies {
   val commonsLoggingVersion = "1.1.3"
   val commonsLang3Version = "3.12.0"
   val findbugsVersion = "1.3.9"
-  val guavaVersion = "32.1.3-jre"
+  val guavaVersion = "33.1.0-jre"
   val hadoopVersion = "3.3.6"
   val junitInterfaceVersion = "0.13.3"
   // don't forget update `junitInterfaceVersion` when we upgrade junit