Dynamic Task Offloading in Edge Computing based on Dependency-aware Reinforcement Learning

X Chen, J Cao, Y Sahni, S Jiang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Collaborative edge computing (CEC) is an emerging computing paradigm in which edge
nodes collaborate to perform tasks from end devices. Task offloading decides when and at …

[PDF][PDF] Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum

S Ahmad, A Aral - 2023 - eprints.cs.univie.ac.at
Federated Learning (FL) involves training models over a set of geographically distributed
users. We address the problem where a single global model is not enough to meet the …