Do Predictors for Resource Overcommitment Even Predict?
Author:
Affiliation:
1. IMDEA Software Institute, Universidad Politécnica de Madrid
2. IMDEA Software Institute, Madrid, Spain
Funder
Spanish Ministry of Science and Innovation (MCIN), European Union EIE, NextGenerationEU/PRTR
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3642970.3655838
Reference37 articles.
1. 2021. Google - Overcommit Simulator. https://github.com/googleinterns/cluster-resource-forecast/
2. Luiz Andr Barroso, Jimmy Clidaras, and Urs Hlzle. 2013. The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines (2nd ed.). Morgan & Claypool Publishers.
3. Take it to the limit
4. Cristian Challu Kin G. Olivares Boris N. Oreshkin Federico Garza Max Mergenthaler-Canseco and Artur Dubrawski. 2022. N-HiTS: Neural Hierarchical Interpolation for Time Series Forecasting. arXiv:2201.12886 [cs.LG]
5. Is Machine Learning Necessary for Cloud Resource Usage Forecasting?
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1. Toward Using Representation Learning for Cloud Resource Usage Forecasting;Proceedings of the 2024 Workshop on AI For Systems;2024-06-03
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