Researchers have introduced LEMMA-RCA, a large-scale, open-source dataset designed to advance root cause analysis (RCA) in complex systems. The dataset encompasses diverse fault scenarios from both Information Technology (IT) and Operational Technology (OT) domains, including microservices, water distribution, and water treatment systems. LEMMA-RCA aims to facilitate standardized evaluation and encourage the development of more robust RCA techniques by providing a common ground for testing various models across different settings. AI
影响 This dataset could accelerate the development of more effective AI-driven root cause analysis tools for critical infrastructure and IT systems.
排序理由 The cluster describes a new academic dataset released on arXiv for AI research. [lever_c_demoted from research: ic=1 ai=1.0]
- arXiv
- Dongjie Wang
- Information Technology
- LEMMA-RCA
- microservices
- Operational Technology
- United States Department of the Interior
- Water Distribution Systems Analysis 2010
- Water treatment systems of hemodialysis centers in Lithuania and trace metals in purified water in 2002
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