HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization.
Matthieu DorierRomain EgelePrasanna BalaprakashJaehoon KooSandeep MadireddySrinivasan RameshAllen D. MalonyRobert B. RossPublished in: CoRR (2022)
Keyphrases
- web services
- global optimization
- high performance computing
- optimization problems
- bayesian networks
- maximum likelihood
- service providers
- optimization algorithm
- fault tolerance
- storage systems
- management system
- massively parallel
- bayesian inference
- optimization method
- data storage
- service oriented
- end users
- image segmentation