Table 7 Intermediate system performance and integration quality indicators.

From: Artificial intelligence driven multi agent framework for adaptive cyber attack simulation and automated incident response in cyber range environments

Test Scenario

Result/Metric

Acceptance Threshold

Agent Action Execution Latency

Avg. 85ms (std dev 15ms)

< 150ms

Message Delivery Reliability

99.8% successful delivery

> 99%

System Resource Usage (per agent)

CPU 35%, RAM 140 MB

Within allotted limits

Single-Agent Cyber-Range Interaction

Correct execution of 95% scripted attack steps

> 90%

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