Bryan Donyanavard

Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach

2020

MPSoCs increasingly depend on adaptive resource management strategies at runtime for efficient utilization of resources when executing complex application workloads. In particular, conflicting demands for adequate computation performance and power-/energy-efficiency constraints make desired application goals …