Nikil Dutt

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 …

Self-aware Cyber-Physical Systems-on-Chip

2015

Self-awareness has a long history in biology, psychology, medicine, and more recently in engineering and computing, where self-aware features are used to enable adaptivity to improve a system's functional value, performance and robustness. With complex …