Proactive Network Fault Management for Reliable Subscribed Network Slicing in Software-Defined Mobile Data IoT Services

Algorithm 1

Exchange model between client and server.

	denotes of general features as and denotes target features in the global dataset required for client and server
(1)	Initialize the synchronous , , parameters, , for aggregation server
(2)	Ensure the optimal sharing path between client and server, and the routing path (see Algorithms 2)
(3)	[Aggregation Server]
(4)	for each epoch in range ()
(5)	Select lowDNN() for clients
(6)	Aggregating the model for the next epoch by using the FedAvg algorithm [35].
(7)	end for
(8)	[Client Server]
(9)	for each in () do
(10)	Input , , and parameters
(11)	Define class lowDNN(self, , ):
(12)	for each client in do
(13)
(14)	end for
(15)	end for