diff --git a/client/src/main/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLogging.java b/client/src/main/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLogging.java
index 9c63da36675..e67c56f980a 100644
--- a/client/src/main/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLogging.java
+++ b/client/src/main/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLogging.java
@@ -25,16 +25,16 @@
 import com.alibaba.nacos.common.log.NacosLogbackConfigurator;
 import com.alibaba.nacos.common.spi.NacosServiceLoader;
 import com.alibaba.nacos.common.utils.ResourceUtils;
+import com.alibaba.nacos.common.utils.StringUtils;
 import org.slf4j.LoggerFactory;
+
 import java.util.Collection;
-import java.util.stream.Collectors;
 
 /**
  * Support for Logback version 1.0.8 or higher
  *
  * @author <a href="mailto:huangxiaoyu1018@gmail.com">hxy1991</a>
  * @author <a href="mailto:hujun3@xiaomi.com">hujun</a>
- *
  * @since 0.9.0
  */
 public class LogbackNacosLogging extends AbstractNacosLogging {
@@ -61,7 +61,7 @@ public void loadConfiguration() {
             addListener(loggerContext);
         }
     }
-
+    
     private boolean hasListener(LoggerContext loggerContext) {
         for (LoggerContextListener loggerContextListener : loggerContext.getCopyOfListenerList()) {
             if (loggerContextListener instanceof NacosLoggerContextListener) {
@@ -70,50 +70,55 @@ private boolean hasListener(LoggerContext loggerContext) {
         }
         return false;
     }
-
+    
     private LoggerContext loadConfigurationOnStart() {
         String location = getLocation(NACOS_LOGBACK_LOCATION);
-        try {
-            LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory();
-            Collection<NacosLogbackConfigurator> nacosLogbackConfigurators = NacosServiceLoader.load(
-                    NacosLogbackConfigurator.class);
-            NacosLogbackConfigurator nacosLogbackConfigurator = nacosLogbackConfigurators.stream()
-                    .filter(c -> c.getVersion() == userVersion).collect(Collectors.toList()).get(0);
-            nacosLogbackConfigurator.setContext(loggerContext);
-            nacosLogbackConfigurator.configure(ResourceUtils.getResourceUrl(location));
-            return loggerContext;
-        } catch (Exception e) {
-            throw new IllegalStateException("Could not initialize Logback Nacos logging from " + location, e);
-        }
+        LoggerContext loggerContext = (LoggerContext) LoggerFactory.getILoggerFactory();
+        Collection<NacosLogbackConfigurator> nacosLogbackConfigurators = NacosServiceLoader.load(
+                NacosLogbackConfigurator.class);
+        nacosLogbackConfigurators.stream().filter(c -> c.getVersion() == userVersion).findFirst()
+                .ifPresent(nacosLogbackConfigurator -> {
+                    nacosLogbackConfigurator.setContext(loggerContext);
+                    if (StringUtils.isNotBlank(location)) {
+                        try {
+                            nacosLogbackConfigurator.configure(ResourceUtils.getResourceUrl(location));
+                        } catch (Exception e) {
+                            throw new IllegalStateException(
+                                    "Could not initialize Logback Nacos logging from " + location, e);
+                        }
+                    }
+                });
+        return loggerContext;
     }
-
+    
     class NacosLoggerContextListener implements LoggerContextListener {
+        
         @Override
         public boolean isResetResistant() {
             return true;
         }
-
+        
         @Override
         public void onReset(LoggerContext context) {
             loadConfigurationOnStart();
         }
-
+        
         @Override
         public void onStart(LoggerContext context) {
-
+        
         }
-
+        
         @Override
         public void onStop(LoggerContext context) {
-
+        
         }
-
+        
         @Override
         public void onLevelChange(Logger logger, Level level) {
-
+        
         }
     }
-
+    
     private void addListener(LoggerContext loggerContext) {
         loggerContext.addListener(new NacosLoggerContextListener());
     }
diff --git a/client/src/test/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLoggingTest.java b/client/src/test/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLoggingTest.java
index 6822f2c6121..274af69b3d9 100644
--- a/client/src/test/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLoggingTest.java
+++ b/client/src/test/java/com/alibaba/nacos/client/logging/logback/LogbackNacosLoggingTest.java
@@ -18,9 +18,12 @@
 
 package com.alibaba.nacos.client.logging.logback;
 
+import ch.qos.logback.classic.LoggerContext;
 import org.junit.Rule;
 import org.junit.Test;
 import org.junit.rules.ExpectedException;
+import org.slf4j.ILoggerFactory;
+import org.slf4j.LoggerFactory;
 
 import static org.hamcrest.CoreMatchers.isA;
 
@@ -31,9 +34,12 @@ public class LogbackNacosLoggingTest {
     
     @Test
     public void testLoadConfiguration() {
-        exceptionRule.expectCause(isA(ClassCastException.class));
-        exceptionRule.expectMessage("Could not initialize Logback Nacos logging from classpath:nacos-logback.xml");
-        LogbackNacosLogging logbackNacosLogging = new LogbackNacosLogging();
-        logbackNacosLogging.loadConfiguration();
+        ILoggerFactory loggerFactory;
+        if ((loggerFactory = LoggerFactory.getILoggerFactory()) != null && loggerFactory instanceof LoggerContext) {
+            exceptionRule.expectCause(isA(ClassCastException.class));
+            exceptionRule.expectMessage("Could not initialize Logback Nacos logging from classpath:nacos-logback.xml");
+            LogbackNacosLogging logbackNacosLogging = new LogbackNacosLogging();
+            logbackNacosLogging.loadConfiguration();
+        }
     }
 }
\ No newline at end of file