Towards LLM-Based Failure Localization in Production-Scale Networks
Open Access
- 27 August 2025
- conference paper
- Published by Association for Computing Machinery (ACM)
- p. 496-511
Abstract
No abstract availableFunding Information
- National Natural Science Foundation of China (62325205)
- Beijing Municipal Science and Technology Project (Z241100004224023)
- National Natural Science Fund for the Excellent Young Scientists Fund Program (Overseas) (N/A)
This publication has 33 references indexed in Scilit:
- Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models2023
- Trumpet2016
- Taking the Blame Game out of Data Centers Operations with NetPoirot2016
- Packet-Level Telemetry in Large Datacenter Networks2015
- Automatic test packet generation2012
- NetPilot2012
- Detecting the performance impact of upgrades in large operational networks2010
- Fault Localization via Risk ModelingIEEE Transactions on Dependable and Secure Computing, 2009
- Towards automated performance diagnosis in a large IPTV networkACM SIGCOMM Computer Communication Review, 2009
- Towards highly reliable enterprise network services via inference of multi-level dependenciesACM SIGCOMM Computer Communication Review, 2007