diff --git a/.github/workflows/velox_backend.yml b/.github/workflows/velox_backend.yml
index ec79bc8b1bea..47a24e978fb4 100644
--- a/.github/workflows/velox_backend.yml
+++ b/.github/workflows/velox_backend.yml
@@ -544,7 +544,7 @@ jobs:
       fail-fast: false
       matrix:
         spark: [ "spark-3.2" ]
-        celeborn: [ "celeborn-0.5.2", "celeborn-0.4.3", "celeborn-0.3.2-incubating" ]
+        celeborn: [ "celeborn-0.5.3", "celeborn-0.4.3", "celeborn-0.3.2-incubating" ]
     runs-on: ubuntu-20.04
     container: apache/gluten:centos-8
     steps:
@@ -568,7 +568,7 @@ jobs:
           EXTRA_PROFILE=""
           if [ "${{ matrix.celeborn }}" = "celeborn-0.4.3" ]; then
             EXTRA_PROFILE="-Pceleborn-0.4"
-          elif [ "${{ matrix.celeborn }}" = "celeborn-0.5.2" ]; then
+          elif [ "${{ matrix.celeborn }}" = "celeborn-0.5.3" ]; then
             EXTRA_PROFILE="-Pceleborn-0.5"
           fi
           echo "EXTRA_PROFILE: ${EXTRA_PROFILE}"
diff --git a/dev/docker/Dockerfile.centos8-dynamic-build b/dev/docker/Dockerfile.centos8-dynamic-build
index daeff3b729bd..86106f713148 100644
--- a/dev/docker/Dockerfile.centos8-dynamic-build
+++ b/dev/docker/Dockerfile.centos8-dynamic-build
@@ -17,7 +17,7 @@ ENV PATH=${PATH}:/usr/lib/maven/bin
 
 RUN wget -nv https://archive.apache.org/dist/celeborn/celeborn-0.3.2-incubating/apache-celeborn-0.3.2-incubating-bin.tgz -P /opt/
 RUN wget -nv https://archive.apache.org/dist/celeborn/celeborn-0.4.3/apache-celeborn-0.4.3-bin.tgz -P /opt/
-RUN wget -nv https://archive.apache.org/dist/celeborn/celeborn-0.5.2/apache-celeborn-0.5.2-bin.tgz -P /opt/
+RUN wget -nv https://archive.apache.org/dist/celeborn/celeborn-0.5.3/apache-celeborn-0.5.3-bin.tgz -P /opt/
 
 RUN git clone --depth=1 https://github.com/apache/incubator-gluten /opt/gluten
 
diff --git a/pom.xml b/pom.xml
index 018cd597ac24..9cdc3f2c492d 100644
--- a/pom.xml
+++ b/pom.xml
@@ -65,7 +65,7 @@
     <delta.package.name>delta-core</delta.package.name>
     <delta.version>2.4.0</delta.version>
     <delta.binary.version>24</delta.binary.version>
-    <celeborn.version>0.5.2</celeborn.version>
+    <celeborn.version>0.5.3</celeborn.version>
     <uniffle.version>0.9.1</uniffle.version>
     <arrow.version>15.0.0</arrow.version>
     <arrow-gluten.version>15.0.0-gluten</arrow-gluten.version>
diff --git a/tools/gluten-it/pom.xml b/tools/gluten-it/pom.xml
index 9b1cf10df891..488ff1c54cd1 100644
--- a/tools/gluten-it/pom.xml
+++ b/tools/gluten-it/pom.xml
@@ -183,7 +183,7 @@
     <profile>
       <id>celeborn-0.5</id>
       <properties>
-        <celeborn.version>0.5.2</celeborn.version>
+        <celeborn.version>0.5.3</celeborn.version>
       </properties>
     </profile>
   </profiles>