Collaborative AI Agents and Critics for Fault Detection and Cause Analysis in Network Telemetry
By: Syed Eqbal Alam, Zhan Shu
Published: 2026-04-01
View on arXiv →#cs.AI
Abstract
This paper explores the use of collaborative AI agents and critics to enhance fault detection and cause analysis within network telemetry. The research aims to improve the efficiency and accuracy of identifying and diagnosing issues in complex network infrastructures, offering significant potential for real-world application in IT operations and network management.