diff --git a/src/main/java/org/redkale/net/sncp/Sncp.java b/src/main/java/org/redkale/net/sncp/Sncp.java
index f91f54f90..39307e725 100644
--- a/src/main/java/org/redkale/net/sncp/Sncp.java
+++ b/src/main/java/org/redkale/net/sncp/Sncp.java
@@ -5,17 +5,16 @@
  */
 package org.redkale.net.sncp;
 
+import java.lang.annotation.*;
 import static java.lang.annotation.ElementType.METHOD;
 import static java.lang.annotation.ElementType.TYPE;
 import static java.lang.annotation.RetentionPolicy.RUNTIME;
-import java.lang.annotation.*;
 import java.lang.reflect.*;
 import java.nio.channels.CompletionHandler;
 import java.util.*;
 import org.redkale.annotation.*;
-import org.redkale.annotation.ResourceType;
-import static org.redkale.asm.ClassWriter.COMPUTE_FRAMES;
 import org.redkale.asm.*;
+import static org.redkale.asm.ClassWriter.COMPUTE_FRAMES;
 import static org.redkale.asm.Opcodes.*;
 import org.redkale.asm.Type;
 import org.redkale.convert.Convert;
@@ -23,7 +22,13 @@ import org.redkale.convert.bson.BsonConvert;
 import org.redkale.mq.MessageAgent;
 import org.redkale.net.sncp.SncpRemoteInfo.SncpRemoteAction;
 import org.redkale.service.*;
-import org.redkale.util.*;
+import org.redkale.util.AnyValue;
+import org.redkale.util.RedkaleClassLoader;
+import org.redkale.util.Resourcable;
+import org.redkale.util.ResourceFactory;
+import org.redkale.util.TypeToken;
+import org.redkale.util.Uint128;
+import org.redkale.util.Utility;
 
 /**
  * Service Node Communicate Protocol
@@ -83,6 +88,12 @@ public abstract class Sncp {
             if (method.getAnnotation(Local.class) != null) {
                 continue;
             }
+            if (method.getAnnotation(ResourceListener.class) != null) {
+                continue;
+            }
+            if (method.getAnnotation(Scheduled.class) != null) {
+                continue;
+            }
             if (method.getName().equals("getClass") || method.getName().equals("toString")) {
                 continue;
             }
diff --git a/src/main/java/org/redkale/source/CacheMemorySource.java b/src/main/java/org/redkale/source/CacheMemorySource.java
index 5ae61a008..377cd112d 100644
--- a/src/main/java/org/redkale/source/CacheMemorySource.java
+++ b/src/main/java/org/redkale/source/CacheMemorySource.java
@@ -15,8 +15,8 @@ import java.util.function.*;
 import java.util.logging.*;
 import java.util.regex.Pattern;
 import java.util.stream.Collectors;
-import org.redkale.annotation.AutoLoad;
 import org.redkale.annotation.*;
+import org.redkale.annotation.AutoLoad;
 import org.redkale.annotation.ResourceListener;
 import org.redkale.annotation.ResourceType;
 import org.redkale.convert.*;
@@ -54,16 +54,18 @@ public final class CacheMemorySource extends AbstractCacheSource {
 
     private final Logger logger = Logger.getLogger(this.getClass().getSimpleName());
 
-    protected final ConcurrentHashMap<String, CacheEntry> container = new ConcurrentHashMap<>();
+    private final ConcurrentHashMap<String, CacheEntry> container = new ConcurrentHashMap<>();
 
-    protected final ReentrantLock containerLock = new ReentrantLock();
+    private final ReentrantLock containerLock = new ReentrantLock();
 
-    protected final BiConsumer futureCompleteConsumer = (r, t) -> {
+    private final BiConsumer futureCompleteConsumer = (r, t) -> {
         if (t != null) {
             logger.log(Level.SEVERE, "CompletableFuture complete error", (Throwable) t);
         }
     };
 
+    private final Map<String, List<CacheEventListener<byte[]>>> pubsubListeners = new ConcurrentHashMap<>();
+
     public CacheMemorySource(String resourceName) {
         this.name = resourceName;
     }
@@ -163,21 +165,63 @@ public final class CacheMemorySource extends AbstractCacheSource {
 
     //------------------------ 订阅发布 SUB/PUB ------------------------ 
     @Override
-    public CompletableFuture<List<String>> pubsubChannelsAsync(@Nullable String pattern){
-        throw new UnsupportedOperationException("Not supported yet.");
+    public CompletableFuture<List<String>> pubsubChannelsAsync(@Nullable String pattern) {
+        Predicate<String> predicate = Pattern.compile(pattern).asPredicate();
+        return CompletableFuture.completedFuture(pubsubListeners.keySet().stream().filter(predicate).collect(Collectors.toList()));
     }
-    
+
     @Override
-    public CompletableFuture<Void> subscribeAsync(CacheEventListener<byte[]> consumer, String... topics) {
-        Objects.requireNonNull(consumer);
-        throw new UnsupportedOperationException("Not supported yet.");
+    public CompletableFuture<Void> subscribeAsync(CacheEventListener<byte[]> listener, String... topics) {
+        Objects.requireNonNull(listener);
+        if (topics == null || topics.length < 1) {
+            throw new RedkaleException("topics is empty");
+        }
+        for (String topic : topics) {
+            pubsubListeners.computeIfAbsent(topic, t -> new CopyOnWriteArrayList<>()).add(listener);
+        }
+        return CompletableFuture.completedFuture(null);
+    }
+
+    @Override
+    public CompletableFuture<Integer> unsubscribeAsync(CacheEventListener listener, String... topics) {
+        int c = 0;
+        if (listener == null) {
+            if (topics == null || topics.length < 1) {  //清空所有订阅者
+                for (List<CacheEventListener<byte[]>> listeners : pubsubListeners.values()) {
+                    c += listeners != null ? listeners.size() : 0;
+                }
+                pubsubListeners.clear();
+            } else {
+                for (String topic : topics) {  //清空指定topic的订阅者
+                    List<CacheEventListener<byte[]>> listeners = pubsubListeners.remove(topic);
+                    c += listeners != null ? listeners.size() : 0;
+                }
+            }
+        } else {
+            if (topics == null || topics.length < 1) {
+                for (List<CacheEventListener<byte[]>> listeners : pubsubListeners.values()) {
+                    c += listeners != null && listeners.remove(listener) ? 1 : 0;
+                }
+            } else {
+                for (String topic : topics) {
+                    List<CacheEventListener<byte[]>> listeners = pubsubListeners.get(topic);
+                    c += listeners != null && listeners.remove(listener) ? 1 : 0;
+                }
+            }
+        }
+        return CompletableFuture.completedFuture(c);
     }
 
     @Override
     public CompletableFuture<Integer> publishAsync(String topic, byte[] message) {
         Objects.requireNonNull(topic);
         Objects.requireNonNull(message);
-        throw new UnsupportedOperationException("Not supported yet."); 
+        List<CacheEventListener<byte[]>> listeners = pubsubListeners.get(topic);
+        if (listeners == null || listeners.isEmpty()) {
+            return CompletableFuture.completedFuture(0);
+        }
+        listeners.parallelStream().forEach(listener -> listener.onMessage(topic, message));
+        return CompletableFuture.completedFuture(1);
     }
 
     //------------------------ 字符串 String ------------------------  
diff --git a/src/main/java/org/redkale/source/CacheSource.java b/src/main/java/org/redkale/source/CacheSource.java
index fd140bc6d..93019b2dd 100644
--- a/src/main/java/org/redkale/source/CacheSource.java
+++ b/src/main/java/org/redkale/source/CacheSource.java
@@ -58,6 +58,10 @@ public interface CacheSource extends Resourcable {
         subscribeAsync(listener, topics).join();
     }
 
+    default void unsubscribe(CacheEventListener listener, String... topics) {
+        unsubscribeAsync(listener, topics).join();
+    }
+
     default <T> CompletableFuture<Void> subscribeAsync(Type messageType, CacheEventListener<T> listener, String... topics) {
         return subscribeAsync(JsonConvert.root(), messageType, listener, topics);
     }
@@ -69,6 +73,8 @@ public interface CacheSource extends Resourcable {
 
     public CompletableFuture<Void> subscribeAsync(CacheEventListener<byte[]> listener, String... topics);
 
+    public CompletableFuture<Integer> unsubscribeAsync(CacheEventListener listener, String... topics);
+
     //------------------------ 发布 PUB ------------------------ 
     default <T> int publish(String topic, T message) {
         return publish(topic, JsonConvert.root(), message.getClass(), message);