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

arXiv:2404.12135v1 Announce Type: cross
Abstract: The escalating complexity of micro-services architecture in cloud-native technologies poses significant challenges for maintaining system stability and efficiency. To conduct root cause analysis (RCA) and resolution of alert events, we propose a pioneering framework, multi-Agent Blockchain-inspired Collaboration for root cause analysis in micro-services architecture (mABC), to revolutionize the AI for IT operations (AIOps) domain, where multiple agents based on the powerful large language models (LLMs) perform blockchain-inspired voting to reach a final agreement following a …

agent alert analysis architecture arxiv blockchain challenges cloud cloud-native collaboration complexity cs.cr cs.dc cs.ma efficiency events framework micro resolution root root cause analysis services stability system technologies