Non-Clairvoyant Scheduling with Predictions

Author:

Im Sungjin1,Kumar Ravi2,Montazer Qaem Mahshid1,Purohit Manish2

Affiliation:

1. University of California, Merced, Merced, CA, USA

2. Google Research, Mountain View, CA, USA

Funder

NSF

NSF (National Science Foundation)

Publisher

ACM

Reference28 articles.

1. Anders Aamand Piotr Indyk and Ali Vakilian. 2019. (Learned) frequency estimation algorithms under Zipfian distribution. arXiv:1908.05198. Anders Aamand Piotr Indyk and Ali Vakilian. 2019. (Learned) frequency estimation algorithms under Zipfian distribution. arXiv:1908.05198.

2. Survey on prediction models of applications for resources provisioning in cloud

3. Keerti Anand Rong Ge and Debmalya Panigrahi. 2020. Customizing ML predictions for online algorithms. In ICML. 303--313. Keerti Anand Rong Ge and Debmalya Panigrahi. 2020. Customizing ML predictions for online algorithms. In ICML. 303--313.

4. Spyros Angelopoulos Shahin Kamali and Kimia Shadkami. 2021. Online bin packing with predictions. arXiv:2102.03311. Spyros Angelopoulos Shahin Kamali and Kimia Shadkami. 2021. Online bin packing with predictions. arXiv:2102.03311.

5. Antonios Antoniadis Christian Coester Marek Elias Adam Polak and Bertrand Simon. 2020 a. Online Metric Algorithms with Untrusted Predictions. In ICML. 345--355. Antonios Antoniadis Christian Coester Marek Elias Adam Polak and Bertrand Simon. 2020 a. Online Metric Algorithms with Untrusted Predictions. In ICML. 345--355.

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