SIMPPO: a scalable and incremental online learning framework for serverless resource management

Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer. SIMPPO: a scalable and incremental online learning framework for serverless resource management. In Ada Gavrilovska, Deniz Altinbüken, Carsten Binnig, editors, Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, San Francisco, California, November 7-11, 2022. pages 306-322, ACM, 2022. [doi]

Authors

Haoran Qiu

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Weichao Mao

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Archit Patke

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Chen Wang

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Hubertus Franke

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Zbigniew T. Kalbarczyk

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Tamer Basar

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Ravishankar K. Iyer

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