Optimizing QoS Metrics for Software-Defined Networking in Federated Learning

Table 1

The improvement percentage of the proposed method on various servers’ requests according to memory usage.

	Proposed method over round-robin(%)	Proposed method over weighted round-robin (%)	Proposed method over server load (%)	Proposed method over LBBSRT (%)	Proposed method over dynamic server (%)
Server 1	4	12	8	5	5
Server 2	3	11	6	4	4
Server 3	6	10	9	4	3