AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds

Yinfang Chen, Manish Shetty, Gagan Somashekar, Minghua Ma, Yogesh Simmhan, Jonathan Mace, Chetan Bansal, Rujia Wang, Saravan Rajmohan. AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds. In Matei Zaharia, Gauri Joshi, Yingyan (Celine) Lin, editors, Proceedings of the Eighth Conference on Machine Learning and Systems, MLSys 2025, Santa Clara, CA, USA, May 12-15, 2025. OpenReview.net/mlsys.org, 2025. [doi]

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