Determining Optimal Coherency Interface for Many-Accelerator SoCs Using Bayesian Optimization.
Kshitij BhardwajMarton HavasiYuan YaoDavid M. BrooksJosé Miguel Hernández-LobatoGu-Yeon WeiPublished in: IEEE Comput. Archit. Lett. (2019)
Keyphrases
- optimal design
- optimal selection
- joint optimization
- optimization algorithm
- dynamic programming
- data driven
- approximately optimal
- global optimization
- efficient optimization
- finding optimal
- optimization problems
- user interface
- optimal solution
- optimal control
- posterior distribution
- bayesian learning
- bayesian decision
- friendly interface
- simultaneous optimization
- data sets
- discrete optimization
- query interface
- optimization methods
- user friendly
- search algorithm
- neural network