Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters

Qinghao Hu, Zhisheng Ye 0002, Meng Zhang, Qiaoling Chen, Peng Sun 0006, Yonggang Wen 0001, Tianwei Zhang 0004. Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. In Roxana Geambasu, Ed Nightingale, editors, 17th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2023, Boston, MA, USA, July 10-12, 2023. pages 757-777, USENIX Association, 2023. [doi]

Abstract

Abstract is missing.