Do Predictors for Resource Overcommitment Even Predict?

Author:

Christofidi Georgia1ORCID,Doudali Thaleia Dimitra2ORCID

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

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?

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

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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