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Collaborative AI Agents and Critics for Fault Detection and Cause Analysis in Network Telemetry

ArXiv CS.AI1 day ago
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Researchers have developed a federated multi-agent system where AI agents and critics work together to analyze network telemetry data for fault detection and cause analysis. This collaborative approach leverages both classical ML and generative AI models, representing a significant advancement in how AI systems can coordinate to solve complex real-world problems at scale.

Multi-agent AI systems collaborate to detect network faults and identify root causes automatically.

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