SI-4(13) - System Monitoring | Analyze Traffic and Event Patterns

(a) Analyze communications traffic and event patterns for the system; (b) Develop profiles representing common traffic and event patterns; and (c) Use the traffic and event profiles in tuning system-monitoring devices.


ID: SI-4(13)
Enhancement of : SI-4

Space Segment Guidance

Analyzing traffic or event data patterns can reveal subtle anomalies—perhaps an unanticipated spike in downlink usage at odd hours or a payload commanding sequence that does not match historical behavior. On-orbit machine learning or heuristic engines might generate baseline "normal operation" profiles, comparing current activity against these baselines to spot deviations. Ground-based analysts can refine these models further by correlating environmental data (e.g., solar flares) or cross-platform intelligence from other satellites in the constellation. When done effectively, this approach helps identify stealthy threats—like low-level exploitation attempting to escalate privileges gradually—before they become full-blown system compromises. It also augments routine anomaly detection by giving engineers a higher-level view of spacecraft performance trends.