diff --git a/.vscode/settings.json b/.vscode/settings.json
index 57f1eb7..ec2c3e6 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -107,7 +107,11 @@
     "xmalloc.h": "c",
     "stddef.h": "c",
     "__mutex_base": "c",
-    "memory": "c"
+    "memory": "c",
+    "atomic": "c",
+    "condition_variable": "c",
+    "ostream": "c",
+    "stop_token": "c"
   },
   "files.exclude": {
     "**/.git": true,
diff --git a/data.txt b/data.txt
deleted file mode 100644
index f599e28..0000000
--- a/data.txt
+++ /dev/null
@@ -1 +0,0 @@
-10
diff --git a/hey.txt b/hey.txt
index 1721b6e..7bfbcb6 100644
--- a/hey.txt
+++ b/hey.txt
@@ -1,26 +1,46 @@
 
 Summary:
-  Total:	5.0283 secs
-  Slowest:	0.0000 secs
-  Fastest:	0.0000 secs
-  Average:	 NaN secs
-  Requests/sec:	51018.3313
+  Total:	10.1989 secs
+  Slowest:	0.2733 secs
+  Fastest:	0.0142 secs
+  Average:	0.2073 secs
+  Requests/sec:	571.9239
   
+  Total data:	268318 bytes
+  Size/request:	46 bytes
 
 Response time histogram:
+  0.014 [1]	|
+  0.040 [9]	|
+  0.066 [15]	|
+  0.092 [13]	|
+  0.118 [13]	|
+  0.144 [14]	|
+  0.170 [15]	|
+  0.196 [827]	|■■■■■■■■
+  0.222 [3956]	|■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■
+  0.247 [943]	|■■■■■■■■■■
+  0.273 [27]	|
 
 
 Latency distribution:
+  10% in 0.1929 secs
+  25% in 0.1991 secs
+  50% in 0.2068 secs
+  75% in 0.2167 secs
+  90% in 0.2276 secs
+  95% in 0.2334 secs
+  99% in 0.2433 secs
 
 Details (average, fastest, slowest):
-  DNS+dialup:	 NaN secs, 0.0000 secs, 0.0000 secs
-  DNS-lookup:	 NaN secs, 0.0000 secs, 0.0000 secs
-  req write:	 NaN secs, 0.0000 secs, 0.0000 secs
-  resp wait:	 NaN secs, 0.0000 secs, 0.0000 secs
-  resp read:	 NaN secs, 0.0000 secs, 0.0000 secs
+  DNS+dialup:	0.0004 secs, 0.0142 secs, 0.2733 secs
+  DNS-lookup:	0.0000 secs, 0.0000 secs, 0.0000 secs
+  req write:	0.0001 secs, 0.0000 secs, 0.0164 secs
+  resp wait:	0.2063 secs, 0.0050 secs, 0.2712 secs
+  resp read:	0.0001 secs, 0.0000 secs, 0.0148 secs
 
 Status code distribution:
+  [200]	5833 responses
+
 
-Error distribution:
-  [256536]	Post "http://127.0.0.1:10000": dial tcp 127.0.0.1:10000: connect: connection refused
 
diff --git a/runtime/include/module.h b/runtime/include/module.h
index 27a1e89..349ab03 100644
--- a/runtime/include/module.h
+++ b/runtime/include/module.h
@@ -83,6 +83,8 @@ struct module {
 	char **next_module_names; /* the next modules name in the DAG */
 	uint32_t next_module_count;
 	uint32_t pre_module_count;
+	bool runtime_visited;
+	uint32_t run_priority;
 };
 
 /*************************
diff --git a/runtime/src/current_sandbox.c b/runtime/src/current_sandbox.c
index 76c5ae3..056bd45 100644
--- a/runtime/src/current_sandbox.c
+++ b/runtime/src/current_sandbox.c
@@ -156,8 +156,6 @@ current_sandbox_start(void)
         		};
 
 			memcpy(pre_func_output, sandbox->request_response_data + sandbox->request_length, output_length);
-			//printf("这是图一分多 the ID %lu %s pre_func_output is %s\n", sandbox->id, sandbox->module->name, pre_func_output);
-			//uint64_t current_rs = enqueue_timestamp - system_start_timestamp; 
 			//mem_log("time %lu request id:%d executing, name:%s remaining slack %lu\n", current_rs,
                 	//                      sandbox->id, sandbox->module->name, sandbox->remaining_slack);
 
@@ -208,6 +206,9 @@ current_sandbox_start(void)
 			if (sandbox->request_from_outside) {
 				sandbox_remove_from_epoll(sandbox);
 				}
+			/*free memory of pre_func_out, Because it has been deeply copied its copy into requestbecause */
+			free(pre_func_output);
+			pre_func_output = NULL;
 			sandbox_set_as_returned(sandbox, SANDBOX_RUNNING);
 		}else if (next_module_idx == 1 && next_module_pre_count > 1)
 		{
@@ -217,7 +218,6 @@ current_sandbox_start(void)
 				LOCK_INIT(&lock);
 				lock_flag = false;
 			}
-			bool hash_flag = false;
 			/*Before each id is put into the hash table, the key needs to add a "module handle"*/
 			struct module * next_module_node = next_module[0];
 			assert(next_module_node);	
@@ -226,27 +226,22 @@ current_sandbox_start(void)
 			cur_request_id = (char *)malloc(key_len);
 			assert(cur_request_id);
 			snprintf(cur_request_id, key_len, "%s%lu", next_module_node->name, sandbox->id);
-			debuglog("the cur_request_id is %s\n", cur_request_id);
 			uint32_t ret_value_len;
+			/*calculation the pre_function_out*/			
+			ssize_t output_length = sandbox->request_response_data_length - sandbox->request_length;
+			char * pre_func_output = (char *)malloc(output_length);
+			if (!pre_func_output) {
+            		fprintf(stderr, "Failed to allocate memory for the previous output: %s\n", strerror(errno));
+           		goto err;
+        	};
+			memcpy(pre_func_output, sandbox->request_response_data + sandbox->request_length, output_length);
+			//debuglog("the ID %lu %s pre_func_output is %s\n", sandbox->id, sandbox->module->name, pre_func_output);
 			LOCK_LOCK(&lock);
-			//printf("锁住了\n");
 			uint64_t *requet_id = (uint64_t *)map_get(sandbox_request_id, cur_request_id, strlen(cur_request_id), &ret_value_len);
-			if(!requet_id) hash_flag = true;
-			if (hash_flag) {
-				//it means that the first sandbox is calculated, and it needs to wait for the return value of other sandboxes.						
-				ssize_t output_length = sandbox->request_response_data_length - sandbox->request_length;
-				char * pre_func_output = (char *)malloc(output_length);
-				if (!pre_func_output) {
-                		fprintf(stderr, "Failed to allocate memory for the previous output: %s\n", strerror(errno));
-                		goto err;
-        		};
-				memcpy(pre_func_output, sandbox->request_response_data + sandbox->request_length, output_length);
-				//printf("创建sandbox_request 模块工作结果 the ID %lu %s pre_func_output is %s\n", sandbox->id, sandbox->module->name, pre_func_output);
+			if (!requet_id) {
 	 			uint64_t enqueue_timestamp = __getcycles();	
-				//uint64_t current_rs = enqueue_timestamp - system_start_timestamp; 
 				//mem_log("time %lu request id:%d executing, name:%s remaining slack %lu\n", current_rs,
-                	//                      sandbox->id, sandbox->module->name, sandbox->remaining_slack);
-	
+                	//                      sandbox->id, sandbox->module->name, sandbox->remaining_slack);	
 				struct sandbox_request *sandbox_request =
                                   	sandbox_request_allocate(next_module_node, false, sandbox->request_length, 
 							   				next_module_node->name, sandbox->client_socket_descriptor,
@@ -258,7 +253,7 @@ current_sandbox_start(void)
 		 		*/
 				sandbox_request->id = sandbox->id; 
 
-				uint32_t module_pre_count = next_module[0]->pre_module_count;
+				uint32_t module_pre_count = next_module_pre_count;
 				module_pre_count--;
 				assert(module_pre_count);
 			    map_set(sandbox_request_id, cur_request_id, strlen(cur_request_id), &module_pre_count, sizeof(uint32_t), true);
@@ -270,39 +265,61 @@ current_sandbox_start(void)
 			{
 				uint32_t rest_pre_count = *requet_id;
 				assert(rest_pre_count >= 1);
-
 				struct sandbox_request *sandbox_request = map_get(sandbox_req_map, cur_request_id, strlen(cur_request_id), &ret_value_len);
 				assert(sandbox_request);
 
-				// Copy data into pre_func_output
-				ssize_t output_length = sandbox->request_response_data_length - sandbox->request_length;				
-				char *pre_func_output = (char *)malloc(output_length);
-				if (!pre_func_output) {
-				    fprintf(stderr, "Failed to allocate memory for the previous output: %s\n", strerror(errno));
-					free(pre_func_output);
+				/*ssize_t  new_output_length = sandbox_request->output_length + output_length + 1;
+				char *new_output = (char *)malloc(new_output_length);
+				if (!new_output) {
+				    fprintf(stderr, "Failed to allocate memory for the new output: %s\n", strerror(errno));
 				    goto err;
 				}
-				memcpy(pre_func_output, sandbox->request_response_data + sandbox->request_length, output_length);
-				debuglog("这是合并sandbox_request模块工作结果 the ID %lu %s pre_func_output is %s\n", sandbox->id, sandbox->module->name, pre_func_output);
-				ssize_t  new_output_length = sandbox_request->output_length + output_length + 1;
+				memset(new_output, 0, new_output_length);
+				if (sandbox->module->run_priority == 1)
+				{
+					snprintf(new_output, new_output_length, "%s&%s", sandbox_request->previous_function_output, pre_func_output);
+
+				}else{
+					snprintf(new_output, new_output_length, "%s&%s", pre_func_output, sandbox_request->previous_function_output);
+				}
+				if(sandbox_request->previous_function_output != NULL)
+				{
+					free(sandbox_request->previous_function_output);
+					sandbox_request->previous_function_output = NULL;
+				}
+				assert(new_output);
+				sandbox_request->previous_function_output = new_output;
+				debuglog("the ID  %lu %s the merge_output is %s\n", sandbox->id, sandbox->module->name, new_output);
+				free(pre_func_output);
+				pre_func_output = NULL;
+				sandbox_request->output_length = new_output_length;*/
+				ssize_t  new_output_length = sandbox_request->output_length + output_length;
 				char *new_output = (char *)malloc(new_output_length);
 				if (!new_output) {
 				    fprintf(stderr, "Failed to allocate memory for the new output: %s\n", strerror(errno));
 				    goto err;
 				}
 				memset(new_output, 0, new_output_length);
-				snprintf(new_output, new_output_length, "%s&%s", sandbox_request->previous_function_output, pre_func_output);
+				if (sandbox->module->run_priority == 1)
+				{
+					memcpy(new_output, pre_func_output, output_length - 1);
+					new_output[output_length - 1] = '&';
+					memcpy(new_output + output_length, sandbox_request->previous_function_output, sandbox_request->output_length);
+				}else{
+					memcpy(new_output, sandbox_request->previous_function_output, sandbox_request->output_length-1);
+					new_output[sandbox_request->output_length-1] = '&';
+					memcpy(new_output + sandbox_request->output_length + 1, pre_func_output, output_length);
+				}
 				if(sandbox_request->previous_function_output != NULL)
 				{
 					free(sandbox_request->previous_function_output);
 					sandbox_request->previous_function_output = NULL;
 				}
-				assert(new_output);
+				//debuglog("the ID  %lu %s the merge_output is %s\n", sandbox->id, sandbox->module->name, new_output);
 				sandbox_request->previous_function_output = new_output;
-				debuglog("这是合并sandbox_request 模块工作结果 the ID %lu %s new_output is %s\n", sandbox->id, sandbox->module->name, new_output);
+				sandbox_request->output_length = new_output_length;	
 				free(pre_func_output);
 				pre_func_output = NULL;
-				sandbox_request->output_length = new_output_length;
 
 				rest_pre_count--;
 				if (rest_pre_count != 0)
@@ -319,9 +336,7 @@ current_sandbox_start(void)
 				free(cur_request_id);
 				cur_request_id = NULL;			
 			}
-			//printf("解锁");
 			LOCK_UNLOCK(&lock);
-			//printf("没有死索\n");
 			if (sandbox->request_from_outside) {
 				sandbox_remove_from_epoll(sandbox);
 			}
diff --git a/runtime/src/listener_thread.c b/runtime/src/listener_thread.c
index a28c117..1187557 100644
--- a/runtime/src/listener_thread.c
+++ b/runtime/src/listener_thread.c
@@ -189,12 +189,17 @@ listener_thread_main(void *dummy)
 					{
 						struct module *current_module = queue[front++];
 						estimated_execution_time += admission_info_get_percentile(&current_module->admissions_info);
+						debuglog("Estimated execution time for module %s is %lu\n", current_module->name, estimated_execution_time);
 						for (int i = 0; i < current_module->next_module_count; i++) {
-            				if (current_module->next_module[i] != NULL) 
+            				if (current_module->next_module[i] != NULL && !current_module->next_module[i]->runtime_visited) 
 							{
                 				queue[rear++] = current_module->next_module[i];
+								current_module->next_module[i]->runtime_visited = true;
             				}
        				 	}
+
+						/*Recover the flags of the module here, so that it can be accessed next time.*/
+						current_module->runtime_visited = false;
 						assert(rear <= QUEUE_SIZE);
 						assert(front <= QUEUE_SIZE);
 					}
diff --git a/runtime/src/module.c b/runtime/src/module.c
index 4b5840f..321baed 100644
--- a/runtime/src/module.c
+++ b/runtime/src/module.c
@@ -407,6 +407,7 @@ module_new_from_json(char *file_name)
 		int32_t  request_size                                        = 0;
 		int32_t  response_size                                       = 0;
 		int32_t  argument_count                                      = 0;
+		uint32_t priority                                    		 = 1;
 		uint32_t port                                                = 0;
 		uint32_t relative_deadline_us                                = 0;
 		uint32_t expected_execution_us                               = 0;
@@ -448,6 +449,11 @@ module_new_from_json(char *file_name)
 				if (buffer < 0 || buffer > 65535)
 					panic("Expected port between 0 and 65535, saw %d\n", buffer);
 				port = buffer;
+			}else if (strcmp(key, "priority") == 0)
+			{
+				priority = atoi(val);
+				if (priority < 0 || priority > 5)
+					panic("Expected priority between 0 and 5, saw %d\n", priority);
 			} else if (strcmp(key, "argsize") == 0) {
 				// Validate in expected range 0..127. Unclear if 127 is an actual hard limit
 				argument_count = atoi(val);
@@ -613,6 +619,8 @@ module_new_from_json(char *file_name)
 			module->pre_module_count = pre_module_count;
 			module->next_module = NULL;
 			module->pre_module = NULL;
+			module->runtime_visited = false;
+			module->run_priority = priority;
 			assert(module);
 	
 			module_set_http_info(module, request_count, request_headers, request_content_type,
@@ -664,6 +672,7 @@ module_new_from_json(char *file_name)
     	}
 	}
 	free(nodes);
+	nodes = NULL;
 #ifdef LOG_MODULE_LOADING
 	debuglog("Loaded %d module%s!\n", module_count, module_count > 1 ? "s" : "");
 #endif
diff --git a/runtime/tests/Makefile b/runtime/tests/Makefile
index d40be3b..7c1a466 100644
--- a/runtime/tests/Makefile
+++ b/runtime/tests/Makefile
@@ -2,7 +2,7 @@ include Makefile.inc
 
 #TESTS=fibonacci fibonacci2 fibonacci3 big_fibonacci C-Image-Manip empty work work1k work10k work100k work1m forever filesys sockserver sockclient empty
 TESTS=fibonacci big_fibonacci C-Image-Manip empty work work1k work10k work100k work1m forever filesys sockserver sockclient empty
-TESTS2=fibonacciadd
+TESTS2=fibonacciadd mem
 
 TESTSRT=$(TESTS:%=%_rt)
 TESTSRT2=$(TESTS2:%=%_rt)
diff --git a/runtime/tests/fibonacciadd/main b/runtime/tests/fibonacciadd/main
index a5f9aeb..e887a08 100755
Binary files a/runtime/tests/fibonacciadd/main and b/runtime/tests/fibonacciadd/main differ
diff --git a/runtime/tests/fibonacciadd/main.c b/runtime/tests/fibonacciadd/main.c
index 8cc9973..85cbf92 100644
--- a/runtime/tests/fibonacciadd/main.c
+++ b/runtime/tests/fibonacciadd/main.c
@@ -20,8 +20,12 @@ int main() {
     }
     buffer[bytes_read] = '\0'; 
 
-    unsigned long int num1, num2;
+    // Remove potential newline character at the end of the input
+    if (bytes_read > 0 && (buffer[bytes_read - 1] == '\n' || buffer[bytes_read - 1] == '\r')) {
+        buffer[bytes_read - 1] = '\0';
+    }
 
+    unsigned long int num1, num2;
     char *line = strtok(buffer, "&");
     char *second_part = strtok(NULL, "&"); // Assume the rest of the string is the second number
 
@@ -39,8 +43,10 @@ int main() {
         // Write to stdout
         write(1, output, len);
     } else {
-        const char *error_msg = "Invalid input. Please enter two numbers separated by .\n";
-        write(1, error_msg, strlen(error_msg));
+        const char *error_msg = "Invalid input. Please enter two numbers separated by '&'. Your input was: ";
+        char output_buffer[2048]; // Buffer to hold the error message and user input
+        int len = snprintf(output_buffer, sizeof(output_buffer), "%s%s\n", error_msg, buffer);
+        write(1, output_buffer, len);
         return 1;
     }
 
diff --git a/runtime/tests/graph.json b/runtime/tests/graph.json
index dbf3b23..0f8dcf8 100644
--- a/runtime/tests/graph.json
+++ b/runtime/tests/graph.json
@@ -5,6 +5,7 @@
 	"port": 10000,
 	"relative-deadline-us": 50000,
 	"argsize": 1,
+	"priority": 1,
 	"pre_module_count": 0,
 	"next_modules": ["work2", "work3"],
 	"http-req-headers": [],
@@ -21,6 +22,7 @@
 	"port": 10001,
 	"relative-deadline-us": 50000,
 	"argsize": 1,
+	"priority": 1,
 	"pre_module_count": 1,
 	"next_modules": ["work4"],
 	"http-req-headers": [],
@@ -37,6 +39,7 @@
 	"port": 10002,
 	"relative-deadline-us": 50000,
 	"argsize": 1,
+    "priority": 1,
 	"pre_module_count": 1,
 	"next_modules": ["work4"],
 	"http-req-headers": [],
@@ -53,6 +56,7 @@
 	"port": 10003,
 	"relative-deadline-us": 50000,
 	"argsize": 1,
+    "priority": 1,
 	"pre_module_count": 2,
 	"next_modules": [],
 	"http-req-headers": [],
diff --git a/runtime/tests/mem/main.c b/runtime/tests/mem/main.c
new file mode 100644
index 0000000..8f975e3
--- /dev/null
+++ b/runtime/tests/mem/main.c
@@ -0,0 +1,46 @@
+#include <stdio.h>
+#include <stdlib.h>
+#include <unistd.h>
+#include <string.h>
+
+#define OUTPUT_BUFFER_SIZE (1024 * 5) // 5KB
+
+int main() {
+    char *data = (char *)malloc(10 * 1024); // Allocate 10KB
+    if (!data) {
+        fprintf(stderr, "Failed to allocate memory.\n");
+        return 1;
+    }
+
+    ssize_t bytesRead = read(STDIN_FILENO, data, 10 * 1024);
+    if (bytesRead == -1) {
+        fprintf(stderr, "Failed to read data from file.\n");
+        free(data);
+        return 1;
+    }
+
+    // Create a combined buffer to hold the output
+    char *combined_output = malloc(2 * OUTPUT_BUFFER_SIZE + 50); // 50 extra bytes for text and safety
+    if (!combined_output) {
+        fprintf(stderr, "Failed to allocate memory for combined output.\n");
+        free(data);
+        return 1;
+    }
+
+    // Format the output in a single buffer
+    int offset = sprintf(combined_output, "Buffer 1 (First 5KB): ");
+    memcpy(combined_output + offset, data, OUTPUT_BUFFER_SIZE);
+    offset += OUTPUT_BUFFER_SIZE;
+    offset += sprintf(combined_output + offset, " Buffer 2 (Second 5KB): ");
+    memcpy(combined_output + offset, data + OUTPUT_BUFFER_SIZE, OUTPUT_BUFFER_SIZE);
+
+    // Print everything in one go
+    fwrite(combined_output, sizeof(char), offset + OUTPUT_BUFFER_SIZE, stdout);
+    printf("\n");
+
+    // Clean up
+    free(data);
+    free(combined_output);
+
+    return 0;
+}
diff --git a/runtime_sandbox_perf_log.log b/runtime_sandbox_perf_log.log
index 05db3ea..e69de29 100644
--- a/runtime_sandbox_perf_log.log
+++ b/runtime_sandbox_perf_log.log
@@ -1,26 +0,0 @@
-threadid,id,function,state,deadline,actual,queued,initializing,runnable,running,blocked,returned,memory
-0,8,work2():10001,Complete,2252143411118928,6437,3174,555,32,2675,0,1033,17956864
-thread id 0 kernal sig 2352 thread sig 11763 test buffer:0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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