SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud.
Yan LiBo AnJunming MaDonggang CaoYasha WangHong MeiPublished in: CoRR (2020)
Keyphrases
- parameter tuning
- cost efficient
- ink bleed
- cloud computing
- parameter settings
- limited resources
- resource allocation
- private cloud
- computing infrastructure
- resource management
- governmental organizations
- cloud services
- open data
- computing resources
- steady state
- data center
- cloud computing platform
- machine learning
- genetic algorithm ga
- model selection
- sufficient conditions
- simulated annealing
- evolutionary algorithm
- artificial neural networks