On Hardware-Aware Design and Optimization of Edge Intelligence

Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

Abstract: In this article, the authors explore recent efforts in hardware-aware design and optimization for edge intelligence. The article focuses on techniques such as model compression and neural architecture search to enhance system efficiency and effectiveness.