Feasibility Analysis of Machine Learning Optimization on GPU-based Low-cost Edges - Suo, Jiashun; Zhang, Xingzhou; Zhang, Shilei; Zhou, Wei; Shi, Weisong (2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI), 2021)
Keywords: Computational modeling; Deep learning; Edge computing; Edge intelligence; Image edge detection; Memory management; NVIDIA Jetson Nano; NVIDIA Jetson NX; Performance evaluation; Power demand; Quantification; Quantization (signal); YOLOv3