Optimizing QoS Metrics for Software-Defined Networking in Federated Learning

Table 2

The improvement percentage of the proposed method on various servers’ requests according to CPU 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	6	12	24	6	2
Server 2	14	16	18	5	4
Server 3	9	13	12	5	4