diff --git a/aios/memory/shared_memory.py b/aios/memory/shared_memory.py
index fbd490ba..d4b01325 100644
--- a/aios/memory/shared_memory.py
+++ b/aios/memory/shared_memory.py
@@ -2,16 +2,103 @@
 # multi-agent systems
 
 from aios.memory.base import BaseMemory
+from threading import Lock
+import pickle
+import os
 
-'''
-TODO: implement the shared memory mechanism
-'''
 class SharedMemory(BaseMemory):
-    def __init__(self):
-        pass
+    def __init__(self, storage_path="shared_memory"):
+        """Initialize shared memory
+        
+        Args:
+            storage_path: Path for storing shared memory data
+        """
+        self.storage_path = storage_path
+        self._memory = {}  # Dictionary for memory data
+        self._lock = Lock()  # Thread lock for synchronization
+        
+        # Create storage directory if not exists
+        if not os.path.exists(storage_path):
+            os.makedirs(storage_path)
+            
+    def save(self, key, value, agent_id=None):
+        """Save data to shared memory
+        
+        Args:
+            key: Key for the data
+            value: Data to be saved
+            agent_id: Optional agent identifier
+        """
+        with self._lock:
+            # Use agent_id as namespace if specified
+            if agent_id:
+                if agent_id not in self._memory:
+                    self._memory[agent_id] = {}
+                self._memory[agent_id][key] = value
+            else:
+                self._memory[key] = value
+                
+            # Persist to disk
+            self._save_to_disk()
 
-    def save(self):
-        pass
-
-    def load(self):
-        pass
+    def load(self, key, agent_id=None):
+        """Load data from shared memory
+        
+        Args:
+            key: Key of data to load
+            agent_id: Optional agent identifier
+            
+        Returns:
+            Loaded data, or None if not exists
+        """
+        with self._lock:
+            # Load from disk if file exists
+            self._load_from_disk()
+            
+            try:
+                if agent_id:
+                    return self._memory.get(agent_id, {}).get(key)
+                return self._memory.get(key)
+            except KeyError:
+                return None
+                
+    def _save_to_disk(self):
+        """Persist memory data to disk"""
+        file_path = os.path.join(self.storage_path, "shared_memory.pkl")
+        with open(file_path, "wb") as f:
+            pickle.dump(self._memory, f)
+            
+    def _load_from_disk(self):
+        """Load data from disk to memory"""
+        file_path = os.path.join(self.storage_path, "shared_memory.pkl")
+        if os.path.exists(file_path):
+            with open(file_path, "rb") as f:
+                self._memory = pickle.load(f)
+                
+    def clear(self, agent_id=None):
+        """Clear shared memory data
+        
+        Args:
+            agent_id: Optional agent identifier, if specified only clear data for this agent
+        """
+        with self._lock:
+            if agent_id:
+                self._memory.pop(agent_id, None)
+            else:
+                self._memory.clear()
+            self._save_to_disk()
+            
+    def get_all(self, agent_id=None):
+        """Get all shared memory data
+        
+        Args:
+            agent_id: Optional agent identifier, if specified only return data for this agent
+            
+        Returns:
+            Dictionary containing all data
+        """
+        with self._lock:
+            self._load_from_disk()
+            if agent_id:
+                return self._memory.get(agent_id, {})
+            return self._memory
diff --git a/aios/scheduler/rr_scheduler.py b/aios/scheduler/rr_scheduler.py
index 3142b79a..f0e0e5ab 100644
--- a/aios/scheduler/rr_scheduler.py
+++ b/aios/scheduler/rr_scheduler.py
@@ -29,7 +29,6 @@ class RRScheduler:
     def __init__(
         self,
         llm,
-        # memory_manager,
         log_mode,
         get_llm_request: LLMRequestQueueGetMessage,
         get_memory_request: MemoryRequestQueueGetMessage,
@@ -41,21 +40,19 @@ def __init__(
         self.get_memory_request = get_memory_request
         self.get_storage_request = get_storage_request
         self.get_tool_request = get_tool_request
-        self.active = False  # start/stop the scheduler
+        self.active = False
         self.log_mode = log_mode
         self.logger = self.setup_logger()
-        # self.thread = Thread(target=self.run)
         self.request_processors = {
             "llm_syscall_processor": Thread(target=self.run_llm_request),
             "mem_syscall_processor": Thread(target=self.run_memory_request),
             "sto_syscall_processor": Thread(target=self.run_storage_request),
             "tool_syscall_processor": Thread(target=self.run_tool_request)
-            # "memory_request_processor": Thread(self.run_memory_request)
         }
         self.llm = llm
         self.time_limit = 5
         self.simple_context_manager = SimpleContextManager()
-        # self.memory_manager = memory_manager
+        self.shared_memory = SharedMemory()
 
     def start(self):
         """start the scheduler"""
@@ -111,14 +108,28 @@ def run_memory_request(self):
             try:
                 # wait at a fixed time interval, if there is nothing received in the time interval, it will raise Empty
                 agent_request = self.get_memory_request()
-
+                
                 agent_request.set_status("executing")
                 self.logger.log(
                     f"{agent_request.agent_name} is executing. \n", "execute"
                 )
                 agent_request.set_start_time(time.time())
 
-                response = self.memory_manager.address_request(agent_request)
+                # Handle different types of memory operations
+                if agent_request.operation == "save":
+                    self.shared_memory.save(
+                        agent_request.key,
+                        agent_request.value,
+                        agent_request.agent_id
+                    )
+                    response = {"status": "success", "operation": "save"}
+                elif agent_request.operation == "load":
+                    value = self.shared_memory.load(
+                        agent_request.key,
+                        agent_request.agent_id
+                    )
+                    response = {"status": "success", "operation": "load", "value": value}
+                
                 agent_request.set_response(response)
 
                 # self.llm.address_request(agent_request)
@@ -129,7 +140,7 @@ def run_memory_request(self):
 
                 self.logger.log(
                     f"Current request of {agent_request.agent_name} is done. Thread ID is {agent_request.get_pid()}\n",
-                    "done",
+                    "done"
                 )
                 # wait at a fixed time interval, if there is nothing received in the time interval, it will raise Empty