Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques.
Marcos AmarisRaphael Y. de CamargoDaniel CordeiroAlfredo GoldmanDenis TrystramPublished in: J. Parallel Distributed Comput. (2023)
Keyphrases
- analytical model
- real time
- analytical models
- machine learning
- simulation model
- execution model
- support vector
- bit error rate
- parallel computation
- kernel methods
- multiple kernel learning
- parallel computing
- machine learning approaches
- machine learning methods
- machine learning algorithms
- kernel function
- feature space
- database systems
- statistical methods
- linear combination
- query processing
- graphics hardware
- feature extraction
- wastewater treatment