Joana Tirana

According to our database, Joana Tirana authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Implementation and Evaluation of Multi-Hop Parallel Split Learning.

Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos

IEEE Access, 2026

Data Heterogeneity and Forgotten Labels in Split Federated Learning.

Joana Tirana, Dimitra Tsigkari, David Solans Noguero, Nicolas Kourtellis

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Minimization of the Training Makespan in Hybrid Federated Split Learning.

Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos

IEEE Trans. Mob. Comput., June, 2025

Estimating the Training Time in Single- and Multi-Hop Split Federated Learning.

Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos

Proceedings of the 8th International Workshop on Edge Systems, Analytics and Networking, 2025

Split Learning Based GAN Training for Non-IID Federated Learning.

Joana Tirana, Andreas Chouliaras, Theodoros Aslanidis, John Byabazaire, Spyridon Mastorakis, Dimitris Chatzopoulos

Proceedings of the Algorithmic Aspects of Cloud Computing - 10th International Symposium, 2025

2024

MP-SL: Multihop Parallel Split Learning.

Joana Tirana, Spyros Lalis, Dimitris Chatzopoulos

CoRR, 2024

Workflow Optimization for Parallel Split Learning.

Joana Tirana, Dimitra Tsigkari, George Iosifidis, Dimitris Chatzopoulos

Proceedings of the IEEE INFOCOM 2024, 2024