Search Results for author: Joana Tirana

Found 2 papers, 2 papers with code

Workflow Optimization for Parallel Split Learning

1 code implementation • 1 Feb 2024 • Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos

We propose a solution method based on the decomposition of the problem by leveraging its inherent symmetry, and a second one that is fully scalable.

Federated Learning Scheduling

Paper
Code

MP-SL: Multihop Parallel Split Learning

1 code implementation • 31 Jan 2024 • Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos

Moreover, the task of training ML models with a vast number of parameters demands computing and memory resources beyond the capabilities of small devices, such as mobile and Internet of Things (IoT) devices.

Federated Learning

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.