Incremental criticality and yield gradients
Jinjun Xiong, Vladimir Zolotov, et al.
DATE 2008
Significant growth is seen in artificial intelligence (AI), in particular deep learning (DL), which has made remarkable progress in various areas such as computer vision, natural language processing, health care, autonomous driving, and surveillance. To accomplish this, AI technologies have broadened from a centralized fashion to mobile or distributed fashion, opening a new era called edge AI, with dramatic advancements that are substantially changing everyday technology, social behavior, and lifestyles. Edge AI couples intelligence and analysis to a broad collection of connected devices and systems for data collection, caching, and processing. It enables a wide variety of new promising applications where data collection and analysis are combined. Billions of mobile users are exploiting various smartphone applications such as translation services, digital assistants, and health monitoring services.
Jinjun Xiong, Vladimir Zolotov, et al.
DATE 2008
Raymond Yeh, Jinjun Xiong, et al.
NeurIPS 2017
Qin Li, Xiaofan Zhang, et al.
ASP-DAC 2019
Bingsheng Wang, Jinjun Xiong
KDD 2014