diff --git a/hadoop-hdds/common/pom.xml b/hadoop-hdds/common/pom.xml
index ba2726afeef8..9cb91412bf15 100644
--- a/hadoop-hdds/common/pom.xml
+++ b/hadoop-hdds/common/pom.xml
@@ -199,6 +199,10 @@
       <groupId>org.reflections</groupId>
       <artifactId>reflections</artifactId>
     </dependency>
+    <dependency>
+      <groupId>org.slf4j</groupId>
+      <artifactId>jcl-over-slf4j</artifactId>
+    </dependency>
     <dependency>
       <groupId>org.slf4j</groupId>
       <artifactId>slf4j-api</artifactId>
diff --git a/hadoop-hdds/framework/pom.xml b/hadoop-hdds/framework/pom.xml
index 0d0fccdaad82..c26e63c8f754 100644
--- a/hadoop-hdds/framework/pom.xml
+++ b/hadoop-hdds/framework/pom.xml
@@ -74,10 +74,6 @@
       <groupId>commons-io</groupId>
       <artifactId>commons-io</artifactId>
     </dependency>
-    <dependency>
-      <groupId>commons-logging</groupId>
-      <artifactId>commons-logging</artifactId>
-    </dependency>
     <dependency>
       <groupId>commons-validator</groupId>
       <artifactId>commons-validator</artifactId>
diff --git a/hadoop-hdds/hadoop-dependency-server/pom.xml b/hadoop-hdds/hadoop-dependency-server/pom.xml
index 2cf03bc643a0..972241d2d7c3 100644
--- a/hadoop-hdds/hadoop-dependency-server/pom.xml
+++ b/hadoop-hdds/hadoop-dependency-server/pom.xml
@@ -52,6 +52,10 @@
           <groupId>ch.qos.reload4j</groupId>
           <artifactId>reload4j</artifactId>
         </exclusion>
+        <exclusion>
+          <groupId>commons-logging</groupId>
+          <artifactId>commons-logging</artifactId>
+        </exclusion>
         <exclusion>
           <groupId>log4j</groupId>
           <artifactId>log4j</artifactId>
diff --git a/hadoop-hdds/test-utils/pom.xml b/hadoop-hdds/test-utils/pom.xml
index 24348924d1d7..10899b0558a1 100644
--- a/hadoop-hdds/test-utils/pom.xml
+++ b/hadoop-hdds/test-utils/pom.xml
@@ -72,11 +72,6 @@
       <artifactId>commons-io</artifactId>
       <scope>test</scope>
     </dependency>
-    <dependency>
-      <groupId>commons-logging</groupId>
-      <artifactId>commons-logging</artifactId>
-      <scope>test</scope>
-    </dependency>
     <dependency>
       <groupId>jakarta.annotation</groupId>
       <artifactId>jakarta.annotation-api</artifactId>
diff --git a/hadoop-ozone/dist/src/main/license/bin/LICENSE.txt b/hadoop-ozone/dist/src/main/license/bin/LICENSE.txt
index 90553612188f..63010a1b61bc 100644
--- a/hadoop-ozone/dist/src/main/license/bin/LICENSE.txt
+++ b/hadoop-ozone/dist/src/main/license/bin/LICENSE.txt
@@ -313,7 +313,6 @@ Apache License 2.0
    commons-httpclient:commons-httpclient
    commons-io:commons-io
    commons-lang:commons-lang
-   commons-logging:commons-logging
    commons-net:commons-net
    commons-validator:commons-validator
    commons-fileupload:commons-fileupload
@@ -464,6 +463,7 @@ MIT
    org.checkerframework:checker-qual
    org.codehaus.mojo:animal-sniffer-annotations
    org.kohsuke.metainf-services:metainf-services
+   org.slf4j:jcl-over-slf4j
    org.slf4j:slf4j-api
    org.slf4j:slf4j-reload4j
 
diff --git a/hadoop-ozone/dist/src/main/license/bin/NOTICE.txt b/hadoop-ozone/dist/src/main/license/bin/NOTICE.txt
index 976926f9e2ad..1e498469caa4 100644
--- a/hadoop-ozone/dist/src/main/license/bin/NOTICE.txt
+++ b/hadoop-ozone/dist/src/main/license/bin/NOTICE.txt
@@ -214,14 +214,6 @@ benchmarking framework, which can be obtained at:
   * HOMEPAGE:
     * https://github.com/google/caliper
 
-This product optionally depends on 'Apache Commons Logging', a logging
-framework, which can be obtained at:
-
-  * LICENSE:
-    * license/LICENSE.commons-logging.txt (Apache License 2.0)
-  * HOMEPAGE:
-    * http://commons.apache.org/logging/
-
 This product optionally depends on 'Apache Log4J', a logging framework, which
 can be obtained at:
 
diff --git a/hadoop-ozone/dist/src/main/license/jar-report.txt b/hadoop-ozone/dist/src/main/license/jar-report.txt
index 6df609bc2099..12019399d9b2 100644
--- a/hadoop-ozone/dist/src/main/license/jar-report.txt
+++ b/hadoop-ozone/dist/src/main/license/jar-report.txt
@@ -32,7 +32,6 @@ share/ozone/lib/commons-digester.jar
 share/ozone/lib/commons-io.jar
 share/ozone/lib/commons-lang3.jar
 share/ozone/lib/commons-lang.jar
-share/ozone/lib/commons-logging.jar
 share/ozone/lib/commons-net.jar
 share/ozone/lib/commons-text.jar
 share/ozone/lib/commons-validator.jar
@@ -123,6 +122,7 @@ share/ozone/lib/javax.interceptor-api.jar
 share/ozone/lib/javax.servlet-api.jar
 share/ozone/lib/jaxb-runtime.jar
 share/ozone/lib/jcip-annotations.jar
+share/ozone/lib/jcl-over-slf4j.jar
 share/ozone/lib/jersey-cdi1x.jar
 share/ozone/lib/jersey-client.jar
 share/ozone/lib/jersey-client.jar
diff --git a/hadoop-ozone/ozone-manager/pom.xml b/hadoop-ozone/ozone-manager/pom.xml
index 31e4cddd02dd..2572bab71aee 100644
--- a/hadoop-ozone/ozone-manager/pom.xml
+++ b/hadoop-ozone/ozone-manager/pom.xml
@@ -207,6 +207,11 @@
           <groupId>com.sun.jersey</groupId>
           <artifactId>jersey-bundle</artifactId>
         </exclusion>
+        <exclusion>
+          <!-- depend on jcl-over-slf4j instead -->
+          <groupId>commons-logging</groupId>
+          <artifactId>commons-logging</artifactId>
+        </exclusion>
         <exclusion>
           <groupId>net.minidev</groupId>
           <artifactId>json-smart</artifactId>
diff --git a/hadoop-ozone/ozonefs-hadoop2/pom.xml b/hadoop-ozone/ozonefs-hadoop2/pom.xml
index cc29cea5eefb..f7aba1ab4388 100644
--- a/hadoop-ozone/ozonefs-hadoop2/pom.xml
+++ b/hadoop-ozone/ozonefs-hadoop2/pom.xml
@@ -79,6 +79,11 @@
           <groupId>com.sun.jersey</groupId>
           <artifactId>*</artifactId>
         </exclusion>
+        <exclusion>
+          <!-- depend on jcl-over-slf4j instead -->
+          <groupId>commons-logging</groupId>
+          <artifactId>commons-logging</artifactId>
+        </exclusion>
         <exclusion>
           <groupId>org.apache.hadoop</groupId>
           <artifactId>hadoop-annotations</artifactId>
diff --git a/pom.xml b/pom.xml
index 3a1e7b649b5e..675b2733d34c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -55,8 +55,6 @@
     <commons-fileupload.version>1.5</commons-fileupload.version>
     <commons-io.version>2.18.0</commons-io.version>
     <commons-lang3.version>3.17.0</commons-lang3.version>
-    <commons-logging-api.version>1.1</commons-logging-api.version>
-    <commons-logging.version>1.2</commons-logging.version>
     <commons-math3.version>3.6.1</commons-math3.version>
     <commons-net.version>3.11.1</commons-net.version>
     <commons-text.version>1.12.0</commons-text.version>
@@ -309,6 +307,13 @@
         <groupId>com.amazonaws</groupId>
         <artifactId>aws-java-sdk-core</artifactId>
         <version>${aws-java-sdk.version}</version>
+        <exclusions>
+          <exclusion>
+            <!-- depend on jcl-over-slf4j instead -->
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>com.amazonaws</groupId>
@@ -451,6 +456,13 @@
         <groupId>commons-beanutils</groupId>
         <artifactId>commons-beanutils</artifactId>
         <version>${commons-beanutils.version}</version>
+        <exclusions>
+          <exclusion>
+            <!-- depend on jcl-over-slf4j instead -->
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>commons-cli</groupId>
@@ -482,30 +494,6 @@
         <artifactId>commons-io</artifactId>
         <version>${commons-io.version}</version>
       </dependency>
-      <dependency>
-        <groupId>commons-logging</groupId>
-        <artifactId>commons-logging</artifactId>
-        <version>${commons-logging.version}</version>
-        <exclusions>
-          <exclusion>
-            <groupId>avalon-framework</groupId>
-            <artifactId>avalon-framework</artifactId>
-          </exclusion>
-          <exclusion>
-            <groupId>javax.servlet</groupId>
-            <artifactId>javax.servlet-api</artifactId>
-          </exclusion>
-          <exclusion>
-            <groupId>logkit</groupId>
-            <artifactId>logkit</artifactId>
-          </exclusion>
-        </exclusions>
-      </dependency>
-      <dependency>
-        <groupId>commons-logging</groupId>
-        <artifactId>commons-logging-api</artifactId>
-        <version>${commons-logging-api.version}</version>
-      </dependency>
       <dependency>
         <groupId>commons-net</groupId>
         <artifactId>commons-net</artifactId>
@@ -515,6 +503,13 @@
         <groupId>commons-validator</groupId>
         <artifactId>commons-validator</artifactId>
         <version>${commons-validator.version}</version>
+        <exclusions>
+          <exclusion>
+            <!-- depend on jcl-over-slf4j instead -->
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>dnsjava</groupId>
@@ -680,6 +675,11 @@
         <artifactId>commons-configuration2</artifactId>
         <version>${commons-configuration2.version}</version>
         <exclusions>
+          <exclusion>
+            <!-- depend on jcl-over-slf4j instead -->
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
           <exclusion>
             <groupId>org.apache.commons</groupId>
             <artifactId>commons-lang3</artifactId>
@@ -757,6 +757,13 @@
         <artifactId>hadoop-common</artifactId>
         <version>${hadoop.version}</version>
         <type>test-jar</type>
+        <exclusions>
+          <exclusion>
+            <!-- depend on jcl-over-slf4j instead -->
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>org.apache.hadoop</groupId>
@@ -825,6 +832,13 @@
         <groupId>org.apache.httpcomponents</groupId>
         <artifactId>httpclient</artifactId>
         <version>${httpclient.version}</version>
+        <exclusions>
+          <exclusion>
+            <!-- depend on jcl-over-slf4j instead -->
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>org.apache.httpcomponents</groupId>
@@ -1212,6 +1226,11 @@
         <artifactId>rocksdbjni</artifactId>
         <version>${rocksdb.version}</version>
       </dependency>
+      <dependency>
+        <groupId>org.slf4j</groupId>
+        <artifactId>jcl-over-slf4j</artifactId>
+        <version>${slf4j.version}</version>
+      </dependency>
       <dependency>
         <groupId>org.slf4j</groupId>
         <artifactId>jul-to-slf4j</artifactId>