At the 49th IEEE Conference on Local Computer Networks (LCN), to be held from October 8th to 10th, 2024, in Caen, Normandy, France, Anna Lackinger will present the paper titled "Inference Load-Aware Orchestration for Hierarchical Federated Learning" on October 9th. The paper is co-authored by Anna Lackinger, Pantelis A. Frangoudis, Ivan Čilić, Alireza Furutanpey, Ilir Murturi, Ivana Podnar Žarko, and Schahram Dustdar.
This research is the result of a collaboration between the Distributed Systems Group (DSG) at TU Wien's Institute of Information Systems Engineering and the IoTLab at FER. The paper addresses the challenge of orchestrating machine learning workflows composed of hierarchical federated learning (FL) based training and model serving processes.