Search Results for author: Todor Stefanov

Found 3 papers, 2 papers with code

AutoDiCE: Fully Automated Distributed CNN Inference at the Edge

1 code implementation20 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.

Code Generation Image Classification +2

Bringing Fault-Tolerant GigaHertz-Computing to Space: A Multi-Stage Software-Side Fault-Tolerance Approach for Miniaturized Spacecraft

1 code implementation23 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

The Effects of Partitioning Strategies on Energy Consumption in Distributed CNN Inference at The Edge

no code implementations15 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.)

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