Preemption-Aware Kernel Scheduling for GPUs.
Sihuizi JinZhenning WangQuan ChenMinyi GuoPublished in: ISPA/IUCC (2017)
Keyphrases
- parallel machines
- batch processing
- scheduling problem
- resource utilization
- kernel function
- scheduling algorithm
- kernel methods
- resource constraints
- kernel machines
- dynamic scheduling
- kernel learning
- parallel processing
- multiple kernel learning
- massively parallel
- graphics hardware
- kernel regression
- round robin
- kernel space
- mutual subspace method
- load balancing
- information systems
- support vector
- kernel matrix
- feature space
- special case
- machine learning
- heterogeneous computing
- convolution kernel
- learning algorithm
- real time database systems
- general purpose
- precedence constraints
- resource allocation
- kernel pca
- gaussian processes
- real time