3 citations · 4 across the 3 of their papers we have counts for
4 papers
The Effects of Partitioning Strategies on Energy Consumption in Distributed CNN Inference at The Edge
Erqian Tang, Xiaotian Guo, Todor Stefanov
Nowadays, many AI applications utilizing resource-constrained edge devices (e.g., small mobile robots, tiny IoT devices, etc.) require Convolutional Neural Network (CNN) inference…
Modeling, Analysis, and Hard Real-time Scheduling of Adaptive Streaming Applications
Jiali Teddy Zhai, Sobhan Niknam, Todor Stefanov
In real-time systems, the application's behavior has to be predictable at compile-time to guarantee timing constraints. However, modern streaming applications which exhibit adaptiv…
Utilization-Based Scheduling of Flexible Mixed-Criticality Real-Time Tasks
Gang Chen, Nan Guan, Di Liu +4
Mixed-criticality models are an emerging paradigm for the design of real-time systems because of their significantly improved resource efficiency. However, formal mixed-criticality…
Preliminary Performance Estimations and Benchmark Results for a Software-based Fault-Tolerance Approach aboard Miniaturized Satellite Computers
Christian M. Fuchs, Todor Stefanov, Nadia Murillo +1
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. Miniatu…