Black-box optimization of 3D integrated systems using machine learning

Abstract

Increasing complexity of electronics originates new challenges to system optimization. This work proposes a new black box optimization algorithm based on machine learning to address these challenges and analyzes its performance for clock skew minimization of 3D integrated systems.