diff --git a/fe/pom.xml b/fe/pom.xml
index d78cfd50b819b4..d1fed9fc7602f9 100644
--- a/fe/pom.xml
+++ b/fe/pom.xml
@@ -857,6 +857,15 @@ under the License.
                 <artifactId>json-simple</artifactId>
                 <version>${json-simple.version}</version>
             </dependency>
+            <!--SLF4J requires only one binding implementation to be present at runtime. 
+            By setting the scope of other bindings, such as slf4j-reload4j, to test, 
+            we ensure that only the explicitly specified binding, like log4j-slf4j-impl, 
+            is used in the production environment, preventing runtime conflicts.-->
+            <dependency>
+                <groupId>org.slf4j</groupId>
+                <artifactId>slf4j-reload4j</artifactId>
+                <scope>test</scope>
+            </dependency>
             <!-- https://mvnrepository.com/artifact/org.junit.jupiter/junit-jupiter-engine -->
             <dependency>
                 <groupId>org.junit.jupiter</groupId>