Technical Program - 1 July 2022

9:20 AM - 9:30 AM (PST):
Welcome and Opening Remarks

9:30 AM - 10:30 AM (PST):
Keynote 1
Session Chair: Stylianos I. Venieris

          

10:30 AM - 11:00 AM (PST):
Coffee Break

11:00 AM - 11:30 AM (PST):
Session 1 - Efficient Mobile DNN Inference and Training
Session Chair: Stylianos I. Venieris

     
Towards Edge-assisted Real-time 3D Segmentation of Large Scale LIDAR Point Clouds  
Fraser McLean, Leyang Xue, Chris Xiaoxuan Lu, Mahesh Marina (University of Edinburgh)

     
Towards On-board Learning for Harvested Energy Prediction  
Koustabh Dolui, Ashok Samraj Thangarajan, Thibo Claes, Sam Michiels, Danny Hughes (KU Leuven)

11:30 AM - 12:30 AM (PST):
Keynote 2
Session Chair: Stefanos Laskaridis

          

12:30 AM - 13:45 AM (PST):
Lunch Break

13:45 AM - 14:15 AM (PST):
Session 2 - Distributed and Federated Learning Systems
Session Chair: Stefanos Laskaridis

     
CloudyFL: A Cloudlet-Based Federated Learning Framework for Sensing User Behavior Using Wearable Devices  
Qingyuan Gong, Hui Ruan, Yang Chen (Fudan University, BirenTech Research), Xiang Su (NTNU, University of Oulu)

     
The role of compute nodes in privacy-aware decentralized AI  
Joana Tirana (University College Dublin, University of Thessaly), Christodoulos Pappas (University of Thessaly), Dimitris Chatzopoulos (University College Dublin), Spyros Lalis, Manolis Vavalis (University of Thessaly)