def optimize_locally(self, info, doing):
state = create_state(doing, info, self.cache)
processes = list()
for n in doing:
info["who"] = Device(info["user_cpu"][n],
n,
info["H"][n],
transmission_power=info["P_max"][n],
epsilon=info["stop_point"])
info["who"].inital_DAG(n, info["tasks"][n], info["D_n"][n],
info["D_n"][n])
info["who"].local_only_execution()
info["who"].config = info["configs"][n]
x = Process(target=worker, args=(copy.deepcopy(info), state))
x.start()
processes.append(x)
for process in processes:
process.join()
def optimize(self):
global validation, finish
message = "m: greeting from edge server, doing list " + str(self.doing)
self.s.send(message.encode('ascii'))
start = time.time()
while True:
data = self.recv_msg()
if str(data.decode('ascii')) == "start_opt":
print("waiting data...")
self.done = False
elif str(data.decode('ascii')) == "waiting":
print("no request...")
elif str(data.decode('ascii')) == "close":
print("done, close connection")
self.s.close()
return
else:
info = json.loads(str(data.decode('ascii')))
print("start to optimizing...", self.doing,
info["number_of_user"])
if info["clean_cache"] is True and info["current_t"] == 0:
self.cache = []
print(
"clean cache........................................................."
)
state = create_state(self.doing, info, self.cache)
processes = list()
for n in self.doing:
info["who"] = Device(info["user_cpu"][n],
n,
info["H"][n],
transmission_power=info["P_max"][n],
epsilon=info["stop_point"])
info["who"].inital_DAG(n, info["tasks"][n], info["D_n"][n],
info["D_n"][n])
info["who"].local_only_execution()
info["who"].config = info["configs"][n]
# x = threading.Thread(target=self.worker, args=(copy.deepcopy(info),))
x = Process(target=worker,
args=(copy.deepcopy(info), state))
x.start()
processes.append(x)
for process in processes:
process.join()
while not check_worker(self.doing, state):
pass
print(info["current_t"],
"request finished in >>>>>>>>>>>>>>>>",
time.time() - start)
self.cache = copy.copy(list(state['cache']))
for n in self.doing:
if state['request'][n] is not None:
if len(state['request'][n]) == 0:
state['request'][n] = None
print("update request for user", n, "= None")
else:
if state['request'][n]["validation"] is not None:
print(
"update request for user", n, "=",
state['request'][n]["validation"]
["config"])
else:
print("update request for user", n, "= local")
else:
print("update request for user", n, "= None")
self.s.send(
json.dumps({
"req": list(state['request']),
"doing": self.doing
}).encode("utf-8"))
self.done = True
