Melvin Chelli

According to our database, Melvin Chelli authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Efficient Resource-Constrained Federated Learning Clustering with Local Data Compression on the Edge-to-Cloud Continuum.

Cèdric Prigent, Melvin Chelli, Alexandru Costan, Loïc Cudennec, René Schubotz, Gabriel Antoniu

Proceedings of the 31st IEEE International Conference on High Performance Computing, 2024

2023

FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning.

Melvin Chelli, Cèdric Prigent, René Schubotz, Alexandru Costan, Gabriel Antoniu, Loïc Cudennec, Philipp Slusallek

Proceedings of the IEEE International Conference on Cluster Computing, 2023

2021

Linked Data as Medium for Stigmergy-based Optimization and Coordination.

Torsten Spieldenner, Melvin Chelli

Proceedings of the Software Technologies - 16th International Conference, 2021

Linked Data as Stigmergic Medium for Decentralized Coordination.

Torsten Spieldenner, Melvin Chelli

Proceedings of the 16th International Conference on Software Technologies, 2021

stigLD: Stigmergic Coordination of Linked Data Agents.

René Schubotz, Torsten Spieldenner, Melvin Chelli

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2021