SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud.
Yan LiBo AnJunming MaDonggang CaoYasha WangHong MeiPublished in: ICDCS (2020)
Keyphrases
- parameter tuning
- cost efficient
- ink bleed
- parameter settings
- cloud computing
- limited resources
- resource allocation
- computing resources
- steady state
- governmental organizations
- computing infrastructure
- genetic algorithm
- cloud platform
- service level agreements
- virtual machine
- parameter values
- data center
- fuzzy logic
- search space
- cloud computing platform
- machine learning