A Scalable and Distributed Hierarchical Architecture for Network Monitoring-on-Demand. - Hari Madhukumar; Thomas A. Bower; Xenofon Vasilakos; Juan Marcelo Parra Ullauri; Maria Lema; Dimitra Simeonidou (6GNet, 2024)

Profiling AI Models: Towards Efficient Computation Offloading in Heterogeneous Edge AI Systems. - Juan Marcelo Parra Ullauri; Oscar Dilley; Hari Madhukumar; Dimitra Simeonidou (6GNet, 2024)

From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks. - Haiyuan Li; Hari Madhukumar; Peizheng Li; Yiran Teng; Shuangyi Yan; Dimitra Simeonidou (CoRR, 2024)

kubeFlower: A privacy-preserving framework for Kubernetes-based federated learning in cloud-edge environments. - Juan Marcelo Parra Ullauri; Hari Madhukumar; Adrian-Cristian Nicolaescu; Xunzheng Zhang; Anderson Bravalheri; Rasheed Hussain; Xenofon Vasilakos; Reza Nejabati; Dimitra Simeonidou (Future Gener. Comput. Syst., 2024)