Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters.

Qinghao Hu Zhisheng Ye Meng Zhang Qiaoling Chen Peng Sun Yonggang Wen Tianwei Zhang

Published in: OSDI (2023)

Keyphrases

web services
service composition
short term
gaussian process
management system
service providers
service oriented
information services
mobile services
parameter tuning
gaussian processes
hyperparameters
special case
long term
case study
real time
customer service
rule selection
cross validation
machine learning