Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models

Fadhel Ayed, Lorenzo Stella, Tim Januschowski, Jan Gasthaus. Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models. In Hakim Hacid, Fatma Outay, Hye-Young Paik, Amira Alloum, Marinella Petrocchi, Mohamed Reda Bouadjenek, Amin Beheshti, Xumin Liu, Abderrahmane Maaradji, editors, Service-Oriented Computing - ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings. Volume 12632 of Lecture Notes in Computer Science, pages 97-109, Springer, 2020. [doi]

Authors

Fadhel Ayed

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Lorenzo Stella

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Tim Januschowski

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Jan Gasthaus

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