3 papers
cs.LG2024★ 1 cited
MP-SL: Multihop Parallel Split Learning
Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos
Federated Learning (FL) stands out as a widely adopted protocol facilitating the training of Machine Learning (ML) models while maintaining decentralized data. However, challenges…
cs.RO2023★ 2 cited
Flexible Computation Offloading at the Edge for Autonomous Drones with Uncertain Flight Times
Giorgos Polychronis, Spyros Lalis
An ever increasing number of applications can employ aerial unmanned vehicles, or so-called drones, to perform different sensing and possibly also actuation tasks from the air. In…
cs.PL2014
A Programming Model and Runtime System for Significance-Aware Energy-Efficient Computing
Vassilis Vassiliadis, Konstantinos Parasyris, Charalambos Chalios +5
Reducing energy consumption is one of the key challenges in computing technology. One factor that contributes to high energy consumption is that all parts of the program are consid…