SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter Optimization.
Jeffery KinnisonNathaniel Kremer-HermanDouglas ThainWalter J. ScheirerPublished in: WACV (2018)
Keyphrases
- commodity hardware
- parallel computing
- massively parallel
- distributed systems
- cooperative
- scalable distributed
- real time
- data intensive
- global optimization
- computing platform
- lightweight
- optimization algorithm
- fully distributed
- distributed environment
- high scalability
- parallel processing
- hardware and software
- gaussian processes
- computing environments
- low cost
- multi agent
- neural network
- optimization method
- maximum likelihood
- feature selection
- constrained optimization
- map reduce
- cloud computing
- optimization problems
- distributed storage