Autonomous Anomaly Mitigator

Technical Explanation

When hardware failures, memory leaks, or cyber attacks strike core network functions, human operators take minutes to hours to diagnose and resolve the issue. The 6G Autonomous Anomaly Mitigator continuously analyzes streaming eBPF and IOAM telemetry using unsupervised autoencoders. Detecting anomalous latency spikes or memory leaks, it autonomously quarantines the compromised container, updates routing rules, and spins up a healthy replica in under 50 milliseconds.

Key Functions

• Autonomous real-time detection of software memory leaks, deadlocks, and cyber intrusions
• Sub-50 millisecond quarantine and traffic rerouting around degraded microservices
• Self-healing automated container recreation and state recovery without service drops
• DDoS mitigation dynamically dropping attack traffic at line-rate hardware firewalls
• Continuous closed-loop reliability assurance adhering to ETSI ZSM standards