1 code implementation • 20 Jul 2022 • Xiaotian Guo, Andy D. Pimentel, Todor Stefanov
Although such distribution, deployment, and execution of large CNNs on multiple edge devices is a desirable and beneficial approach, there currently does not exist a design and programming framework that takes a trained CNN model, together with a CNN partitioning specification, and fully automates the CNN model splitting and deployment on multiple edge devices to facilitate distributed CNN inference at the Edge.
1 code implementation • 23 Aug 2017 • Christian M. Fuchs, Todor Stefanov, Nadia Murillo, Aske Plaat
Modern embedded technology is a driving factor in satellite miniaturization, contributing to a massive boom in satellite launches and a rapidly evolving new space industry.
Distributed, Parallel, and Cluster Computing Operating Systems
no code implementations • 15 Oct 2022 • Erqian Tang, Xiaotian Guo, Todor Stefanov
Nowadays, many AI applications utilizing resource-constrained edge devices (e. g., small mobile robots, tiny IoT devices, etc.)