Automated testbench for hybrid machine learning-based worst-case energy consumption analysis on batteryless IoT devices

T Huybrechts, P Reiter, S Mercelis, J Famaey, S Latré… - Energies, 2021 - mdpi.com
Batteryless Internet-of-Things (IoT) devices need to schedule tasks on very limited energy
budgets from intermittent energy harvesting. Creating an energy-aware scheduler allows the …

Machine learning-based hybrid worst-case resource analysis for embedded software and neural networks

T Huybrechts - 2022 - repository.uantwerpen.be
With the rise of the Internet of Things and Cyber Physical Systems with Artificial Intelligence,
it is important to design computational powerful and energy efficient embedded systems …