GPTuneBand: Multi-task and Multi-fidelity Autotuning for Large-scale High Performance Computing Applications.
Xinran ZhuYang LiuPieter GhyselsDavid BindelXiaoye S. LiPublished in: PPSC (2022)
Keyphrases
- high performance computing
- multi task
- multi task learning
- scientific computing
- learning tasks
- multi class
- computational science
- massively parallel
- computing systems
- learning problems
- computing resources
- energy efficiency
- feature selection
- fault tolerance
- parallel computing
- sparse learning
- transfer learning
- grid computing
- computing environments
- data sets
- energy consumption
- higher order
- decision trees
- learning algorithm
- smart home
- management system
- reinforcement learning
- artificial intelligence