Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365

Fangkai Yang, Wenjie Yin, Lu Wang, Tianci Li, Pu Zhao 0004, Bo Liu, Paul Wang, Bo Qiao 0001, Yudong Liu, Mårten Björkman, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang 0001. Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365. In Satish Chandra 0001, Kelly Blincoe, Paolo Tonella, editors, Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023. pages 2050-2055, ACM, 2023. [doi]

Abstract

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