Table 8.

System-wide performance Metrics.

Metric Component	Edge Node	Network Transmission	Cloud Server	Total System
Processing Latency (ms)	8.45	-	12.67	21.12
Uplink Delay (ms)	-	3.24 ± 1.1	-	3.24
Downlink Delay (ms)	-	2.89 ± 0.8	-	2.89
Protocol Overhead (ms)	-	1.15 ± 0.3	-	1.15
Total End-to-End Latency (ms)	8.45	7.28	12.67	28.40
Peak Memory Usage (GB)	24.36	2.14	84.52	110.02
Network Throughput (Gbps)	0.845	1.2–2.8	2.367	3.212
Resource Utilization (%)	68.34	45.2	72.56	70.45
Power Efficiency (FLOPS/W)	4.56	2.1	12.84	8.70