Hari Madhukumar

According to our database, Hari Madhukumar authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

Multi-Agentic AI for Fairness-Aware and Accelerated Multi-modal Large Model Inference in Real-world Mobile Edge Networks.

Haiyuan Li, Hari Madhukumar, Shuangyi Yan, Yulei Wu, Dimitra Simeonidou

CoRR, February, 2026

Toward Practical Operation of Deep Reinforcement Learning Agents in Real-World Network Management at Open RAN Edges.

Haiyuan Li, Hari Madhukumar, Peizheng Li, Yuelin Liu, Yiran Teng, Yulei Wu, Ning Wang, Shuangyi Yan, Dimitra Simeonidou

IEEE Commun. Mag., February, 2026

Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed.

Haiyuan Li, Yuelin Liu, Hari Madhukumar, Amin Emami, Xueqing Zhou, Yulei Wu, Xenofon Vasilakos, Shuangyi Yan, Dimitra Simeonidou

IEEE Trans. Netw. Serv. Manag., 2026

Future Factories With 6G: Agentic AI and Cyber-Physical Digital Twins.

Haiyuan Li, Hari Madhukumar, Nicholas Methley, Xuewen Chen, Yulei Wu, Juan Marcelo Parra Ullauri, Vishnu Sharma, Jeongran Lee, Arndt Ryo Koblitz, Matthew Andrews, Sige Liu, Yansha Deng, Oluwatayo Y. Kolawole, Andrea Tassi, Dimitra Simeonidou

IEEE Internet Things J., 2026

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

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

Profiling AI Models: Towards Efficient Computation Offloading in Heterogeneous Edge AI Systems.

Juan Marcelo Parra Ullauri, Oscar Dilley, Hari Madhukumar, Dimitra Simeonidou

Proceedings of the 2nd International Conference on 6G Networking, 2024

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

Proceedings of the 2nd International Conference on 6G Networking, 2024