diff --git a/mall-shop/pom.xml b/mall-shop/pom.xml
index 53661a19..24993e94 100644
--- a/mall-shop/pom.xml
+++ b/mall-shop/pom.xml
@@ -131,25 +131,25 @@
             <artifactId>restful-sdk</artifactId>
             <version>1.0.0.6</version>
         </dependency>
-        <!-- JavaCV库 -->
-        <dependency>
-            <groupId>org.bytedeco</groupId>
-            <artifactId>javacv</artifactId>
-            <version>1.5.6</version>
-        </dependency>
+<!--        &lt;!&ndash; JavaCV库 &ndash;&gt;-->
+<!--        <dependency>-->
+<!--            <groupId>org.bytedeco</groupId>-->
+<!--            <artifactId>javacv</artifactId>-->
+<!--            <version>1.5.6</version>-->
+<!--        </dependency>-->
 
-         <!-- JavaCV库 -->
-        <dependency>
-            <groupId>org.bytedeco</groupId>
-            <artifactId>javacv-platform</artifactId>
-            <version>1.5.6</version>
-        </dependency>
-        <!-- FFmpeg平台依赖 -->
-        <dependency>
-            <groupId>org.bytedeco</groupId>
-            <artifactId>ffmpeg-platform</artifactId>
-            <version>4.4-1.5.6</version>
-        </dependency>
+<!--         &lt;!&ndash; JavaCV库 &ndash;&gt;-->
+<!--        <dependency>-->
+<!--            <groupId>org.bytedeco</groupId>-->
+<!--            <artifactId>javacv-platform</artifactId>-->
+<!--            <version>1.5.6</version>-->
+<!--        </dependency>-->
+<!--        &lt;!&ndash; FFmpeg平台依赖 &ndash;&gt;-->
+<!--        <dependency>-->
+<!--            <groupId>org.bytedeco</groupId>-->
+<!--            <artifactId>ffmpeg-platform</artifactId>-->
+<!--            <version>4.4-1.5.6</version>-->
+<!--        </dependency>-->
 
         <!-- rabbitMQ消息队列 -->
         <dependency>
@@ -325,6 +325,21 @@
             <activation>
                 <activeByDefault>true</activeByDefault>
             </activation>
+
+            <dependencies>
+                <!-- 开发环境使用多平台依赖 -->
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>javacv-platform</artifactId>
+                    <version>1.5.6</version>
+                </dependency>
+
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>ffmpeg-platform</artifactId>
+                    <version>4.4-1.5.6</version>
+                </dependency>
+            </dependencies>
         </profile>
         <!--开发环境 -->
         <profile>
@@ -335,6 +350,22 @@
             <activation>
                 <activeByDefault>false</activeByDefault>
             </activation>
+
+            <dependencies>
+                <!-- 开发环境使用多平台依赖 -->
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>javacv-platform</artifactId>
+                    <version>1.5.6</version>
+                </dependency>
+
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>ffmpeg-platform</artifactId>
+                    <version>4.4-1.5.6</version>
+                </dependency>
+            </dependencies>
+
         </profile>
         <!--测试环境 -->
         <profile>
@@ -342,6 +373,22 @@
             <properties>
                 <profiles.active>test</profiles.active>
             </properties>
+
+            <dependencies>
+                <!-- 开发环境使用多平台依赖 -->
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>javacv-platform</artifactId>
+                    <version>1.5.6</version>
+                </dependency>
+
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>ffmpeg-platform</artifactId>
+                    <version>4.4-1.5.6</version>
+                </dependency>
+            </dependencies>
+
         </profile>
         <!--uat环境 -->
         <profile>
@@ -349,6 +396,22 @@
             <properties>
                 <profiles.active>uat</profiles.active>
             </properties>
+
+            <dependencies>
+                <!-- 开发环境使用多平台依赖 -->
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>javacv-platform</artifactId>
+                    <version>1.5.6</version>
+                </dependency>
+
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>ffmpeg-platform</artifactId>
+                    <version>4.4-1.5.6</version>
+                </dependency>
+            </dependencies>
+
         </profile>
         <!--生产环境 -->
         <profile>
@@ -356,6 +419,24 @@
             <properties>
                 <profiles.active>prod</profiles.active>
             </properties>
+
+            <dependencies>
+                <!-- 生产环境仅包含Linux平台依赖 -->
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>javacv</artifactId>
+                    <version>1.5.6</version>
+                </dependency>
+
+                <!-- Linux平台的FFmpeg -->
+                <dependency>
+                    <groupId>org.bytedeco</groupId>
+                    <artifactId>ffmpeg</artifactId>
+                    <version>4.4-1.5.6</version>
+                    <classifier>linux-x86_64</classifier>
+                </dependency>
+            </dependencies>
+
         </profile>
     </profiles>
 
diff --git a/mall-sns/src/main/java/com/suisung/mall/sns/service/impl/SnsUserMessageServiceImpl.java b/mall-sns/src/main/java/com/suisung/mall/sns/service/impl/SnsUserMessageServiceImpl.java
index 48945ead..770a4457 100644
--- a/mall-sns/src/main/java/com/suisung/mall/sns/service/impl/SnsUserMessageServiceImpl.java
+++ b/mall-sns/src/main/java/com/suisung/mall/sns/service/impl/SnsUserMessageServiceImpl.java
@@ -45,6 +45,7 @@ import java.io.UnsupportedEncodingException;
 import java.net.URLEncoder;
 import java.util.*;
 //import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeUnit;
 import java.util.stream.Collectors;
 
 
@@ -74,8 +75,8 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
     private SnsUserFriendService snsUserFriendService;
     @Autowired
     private ImService imService;
-//    @Autowired
-//    private RedisTemplate<String, Object> redisTemplate;
+    @Autowired
+    private RedisTemplate<String, Object> redisTemplate;
 
     @Override
     public Map getMsgCount() {
@@ -87,22 +88,30 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
         }
 
         Integer userId = user.getId();
-//        String cacheKey = "sns:user:message:unread:" + userId;
+        String cacheKey = "sns:user:message:unread:" + userId;
+        String counterKey = "sns:user:message:unread:counter:" + userId;
 
-//        // 尝试从Redis缓存中获取数据
-//        Map cachedResult = (Map) redisTemplate.opsForValue().get(cacheKey);
-//        if (cachedResult != null) {
-//            return cachedResult;
-//        }
+        // 尝试从Redis缓存中获取数据
+        Map cachedResult = (Map) redisTemplate.opsForValue().get(cacheKey);
+        if (cachedResult != null) {
+            return cachedResult;
+        }
 
-        QueryWrapper<SnsUserMessage> queryWrapper = new QueryWrapper<>();
-        queryWrapper.eq("user_id", userId).eq("message_kind", 2).eq("message_is_read", 0);
-        long num = count(queryWrapper);
+        // 使用计数器方式提高性能，避免每次都count数据库
+        Long unreadCount = redisTemplate.opsForValue().increment(counterKey, 0);
+        if (unreadCount == null) {
+            // 如果计数器不存在，则从数据库查询并初始化计数器
+            QueryWrapper<SnsUserMessage> queryWrapper = new QueryWrapper<>();
+            queryWrapper.eq("user_id", userId).eq("message_kind", 2).eq("message_is_read", 0);
+            unreadCount = count(queryWrapper);
+            // 设置计数器，过期时间1小时
+            redisTemplate.opsForValue().set(counterKey, unreadCount, 3600, TimeUnit.SECONDS);
+        }
 
-        rs.put("num", num);
+        rs.put("num", unreadCount);
 
         // 构造最后一个用户聊天网址
-        if (num > 0) {
+        if (unreadCount > 0) {
             QueryWrapper<SnsUserMessage> messageQuery = new QueryWrapper<>();
             messageQuery.orderByAsc("message_is_read").orderByDesc("message_time")
                     .eq("user_id", userId).eq("message_is_read", 0).eq("message_kind", 2);
@@ -123,8 +132,8 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
             }
         }
 
-//        // 将结果缓存到Redis，缓存10秒
-//        redisTemplate.opsForValue().set(cacheKey, rs, 45, TimeUnit.SECONDS);
+        // 将结果缓存到Redis，缓存5秒以提高高并发下的性能
+        redisTemplate.opsForValue().set(cacheKey, rs, 5, TimeUnit.SECONDS);
 
         return rs;
     }
@@ -320,13 +329,10 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
     }
 
     /**
-     * 设置为已读
-     *
-     * @return
+     * 重写setRead方法，在设置消息为已读时更新未读计数器
      */
     @Override
     public boolean setRead() {
-
         // 权限判断
         UserDto user = ContextUtil.getCurrentUser();
         if (user == null) {
@@ -346,10 +352,29 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
         if (CheckUtil.isNotEmpty(user_other_id)) {
             queryWrapper.eq("user_other_id", user_other_id);
         }
+
+        // 查询需要更新的消息数量
+        List<SnsUserMessage> messagesToUpdate = find(queryWrapper);
+        long unreadToUpdate = messagesToUpdate.stream()
+                .filter(m -> m.getMessage_is_read() == 0)
+                .count();
+
         SnsUserMessage userMessage = new SnsUserMessage();
         userMessage.setMessage_is_read(1);
-        saveOrUpdate(userMessage, queryWrapper);
-        return true;
+        boolean result = saveOrUpdate(userMessage, queryWrapper);
+
+        // 更新未读计数器和缓存
+        if (result && unreadToUpdate > 0) {
+            String counterKey = "sns:user:message:unread:counter:" + user_id;
+            String cacheKey = "sns:user:message:unread:" + user_id;
+
+            // 减少计数器
+            redisTemplate.opsForValue().increment(counterKey, -unreadToUpdate);
+            // 删除缓存，下次请求会重新生成
+            redisTemplate.delete(cacheKey);
+        }
+
+        return result;
     }
 
     @Override
@@ -712,14 +737,11 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
     }
 
     /**
-     * 添加短消息
-     *
-     * @return
+     * 重写addMessage方法，在添加新消息时更新未读计数器
      */
     @Override
     @Transactional
     public Map addMessage() {
-
         UserDto user = ContextUtil.getCurrentUser();
         if (user == null) {
             throw new ApiException(ResultCode.NEED_LOGIN);
@@ -818,8 +840,18 @@ public class SnsUserMessageServiceImpl extends BaseServiceImpl<SnsUserMessageMap
             if (!saveOrUpdate(other)) {
                 throw new ApiException(I18nUtil._("保存收件箱失败！data=") + other);
             }
+
             result.put("message_id", data.getMessage_id());
             result.put("message_other_id", other.getMessage_id());
+
+            // 新消息添加后，更新接收者的未读计数器和缓存
+            String counterKey = "sns:user:message:unread:counter:" + user_other_row.getUser_id();
+            String cacheKey = "sns:user:message:unread:" + user_other_row.getUser_id();
+
+            // 增加计数器
+            redisTemplate.opsForValue().increment(counterKey, 1);
+            // 删除缓存，下次请求会重新生成
+            redisTemplate.delete(cacheKey);
         }
         return result;
     }
diff --git a/pom.xml b/pom.xml
index d7639598..b90b9c05 100644
--- a/pom.xml
+++ b/pom.xml
@@ -569,11 +569,10 @@
                         <!--推送镜像仓库校验安全证书，无安全证书无法推送-->
                         <dockerCertPath>${docker.ca}</dockerCertPath>
 
-                         <!-- 添加清理命令来过滤无用文件 -->
-<!--                         <runs>-->
-<!--                             &lt;!&ndash; 合并所有清理命令到单个RUN指令 &ndash;&gt;-->
-<!--                             <run>rm -rf /var/cache/apk/* &amp;&amp; rm -rf /root/.m2 &amp;&amp; find / -name "*.log" -type f -delete 2&gt;/dev/null || true &amp;&amp; find / -name "*test*" -type f -delete 2&gt;/dev/null || true &amp;&amp; find / -name "*.md" -type f -delete 2&gt;/dev/null || true &amp;&amp; rm -rf /tmp/* /var/tmp/* &amp;&amp; rm -rf /usr/share/doc/* /usr/share/man/* /usr/share/info/* &amp;&amp; rm -rf /var/cache/yum/* /var/cache/dnf/* 2&gt;/dev/null || true &amp;&amp; rm -rf /tmp/*.tar.gz /tmp/*.zip /app/*.tar.gz 2&gt;/dev/null || true &amp;&amp; apk del &#45;&#45;purge vim curl wget tar gzip 2&gt;/dev/null || true &amp;&amp; rm -rf /root/.java /tmp/hsperfdata_* 2&gt;/dev/null || true &amp;&amp; find / -type d -empty -delete 2&gt;/dev/null || true</run>-->
-<!--                         </runs>-->
+                        <!-- 添加额外的Dockerfile指令来清理不必要的文件 -->
+                        <runs>
+                            <run>rm -rf /root/.m2 &amp;&amp; rm -rf /tmp/* &amp;&amp; rm -rf /var/cache/*</run>
+                        </runs>
 
                         <resources>
                             <resource>