Auto-tuning methodology for configuration and application parameters of hybrid CPU + GPU parallel systems based on expert knowledge.
Pawel CzarnulPawel RosciszewskiPublished in: HPCS (2019)
Keyphrases
- expert knowledge
- graphics processing units
- expert systems
- domain knowledge
- parameter settings
- parallel processing
- parallel implementation
- parallel computing
- fine tuning
- parallel computation
- knowledge engineering
- maximum likelihood
- bayesian networks
- pc cluster
- real time
- graphics processors
- parameter tuning
- analytical models
- fine tuned
- domain experts
- computer systems
- reinforcement learning
- parameter values
- expectation maximization
- general purpose
- fuzzy logic
- graphics hardware
- parallel computers
- decision trees
- knowledge base
- neural network