Automatic root cause analysis via large language models for cloud incidents

Y Chen, H Xie, M Ma, Y Kang, X Gao, L Shi… - Proceedings of the …, 2024 - dl.acm.org
Ensuring the reliability and availability of cloud services necessitates efficient root cause
analysis (RCA) for cloud incidents. Traditional RCA methods, which rely on manual …

mABC: multi-Agent Blockchain-Inspired Collaboration for root cause analysis in micro-services architecture

W Zhang, H Guo, J Yang, Y Zhang, C Yan… - arXiv preprint arXiv …, 2024 - arxiv.org
The escalating complexity of micro-services architecture in cloud-native technologies poses
significant challenges for maintaining system stability and efficiency. To conduct root cause …

A Comprehensive Survey on Root Cause Analysis in (Micro) Services: Methodologies, Challenges, and Trends

T Wang, G Qi - arXiv preprint arXiv:2408.00803, 2024 - arxiv.org
The complex dependencies and propagative faults inherent in microservices, characterized
by a dense network of interconnected services, pose significant challenges in identifying the …