Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals

Pooja Aggarwal, Ajay Gupta, Prateeti Mohapatra, Seema Nagar, Atri Mandal, Qing Wang, Amit M. Paradkar. Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals. 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 137-149, Springer, 2020. [doi]

Authors

Pooja Aggarwal

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Ajay Gupta

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Prateeti Mohapatra

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Seema Nagar

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Atri Mandal

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Qing Wang

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Amit M. Paradkar

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