Table 5 Performance comparison of static and SecuNet-4D.

From: SecuNet 4D a comprehensive framework for distributed SDN security and resilience

Metric

Static policy

SecuNet-4D

Throughput (Mbps)

Mean: 1500, range: 1000–2000

Mean: 2000, range: 1500–2500

Mean CPU usage (%)

Mean: 60, range: 50–70

Mean: 45, range: 35–55

Mean memory usage (%)

Mean: 65, range: 60–70

Mean: 55, range: 50–60

Packet loss rate (%)

Mean: 0.08, range: 0.05–0.10

Mean: 0.03, range: 0.02–0.06

Mean latency (ms)

Mean: 130, range: 100–150

Mean: 90, range: 70–110

Detection accuracy (%)

Mean: 75, range: 70–80

Mean: 90, range: 85–95