Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365-Reference-Cited by-同舟云学术

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

Published:2023-11-30 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
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Author:

Yang Fangkai¹,Yin Wenjie²,Wang Lu¹,Li Tianci¹,Zhao Pu¹,Liu Bo³,Wang Paul³,Qiao Bo¹,Liu Yudong¹,Björkman Mårten²,Rajmohan Saravan⁴,Lin Qingwei¹,Zhang Dongmei¹

Affiliation:

1. Microsoft, Beijing, China

2. KTH Royal Institute of Technology, Stockholm, Sweden

3. Microsoft, Suzhou, China

4. Microsoft, Redmond, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3611643.3613866

Reference43 articles.

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3. Kendall Atkinson , Weimin Han , and David E Stewart . 2011. Numerical solution of ordinary differential equations . John Wiley & Sons . Kendall Atkinson, Weimin Han, and David E Stewart. 2011. Numerical solution of ordinary differential equations. John Wiley & Sons.

4. Mirela Madalina Botezatu , Ioana Giurgiu , Jasmina Bogojeska , and Dorothea Wiesmann . 2016 . Predicting disk replacement towards reliable data centers . In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 39–48 . Mirela Madalina Botezatu, Ioana Giurgiu, Jasmina Bogojeska, and Dorothea Wiesmann. 2016. Predicting disk replacement towards reliable data centers. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 39–48.

5. Wei Cao , Dong Wang , Jian Li , Hao Zhou , Lei Li , and Yitan Li . 2018 . Brits: Bidirectional recurrent imputation for time series. Advances in neural information processing systems, 31 (2018). Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. 2018. Brits: Bidirectional recurrent imputation for time series. Advances in neural information processing systems, 31 (2018).

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