Technology Co Optimization

Technology co-optimization (TCO) focuses on simultaneously optimizing different aspects of a system's design and implementation to achieve superior performance, power efficiency, and cost. Current research emphasizes using machine learning, particularly graph neural networks (GNNs) and reinforcement learning (RL), to accelerate and improve the accuracy of co-optimization processes across diverse applications, from integrated circuit design to neuromorphic computing and drone engineering. These advancements are significantly impacting various fields by enabling faster design cycles, improved system performance, and reduced energy consumption in hardware and software systems.