Memory-Aware Latency Prediction Model for Concurrent Kernels in Partitionable GPUs: Simulations and Experiments.
Alessio MasolaNicola CapodieciRoberto CavicchioliIgnacio Sanudo OlmedoBenjamin RouxelPublished in: JSSPP (2023)
Keyphrases
- prediction model
- memory bandwidth
- regression model
- level parallelism
- computational power
- neural network
- heterogeneous computing
- data transfer
- response surface methodology
- general purpose
- bp neural network
- kernel function
- compute intensive
- memory requirements
- dynamically created
- kernel methods
- fuzzy neural network
- floating point
- feature space
- software reliability
- stepwise regression
- processing units
- commodity hardware
- bp network
- memory access
- wavelet neural network
- computing power
- customer churn
- forecasting model
- parallel programming
- predictive model
- data mining