2 papers
cs.DC2024
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon +1
Communication efficiency is a widely recognised research problem in Federated Learning (FL), with recent work focused on developing techniques for efficient compression, distributi…
cs.LG2024
A Survey of AI-Powered Mini-Grid Solutions for a Sustainable Future in Rural Communities
Craig Pirie, Harsha Kalutarage, Muhammad Shadi Hajar +8
This paper presents a comprehensive survey of AI-driven mini-grid solutions aimed at enhancing sustainable energy access. It emphasises the potential of mini-grids, which can opera…