Tareq Si Salem

According to our database, Tareq Si Salem authored at least 15 papers between 2021 and 2025.

Collaborative distances:

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

2025

A Multi-Armed Bandit Framework for Online Optimisation in Green Integrated Terrestrial and Non-Terrestrial Networks.

Henri Alam, Antonio De Domenico, Tareq Si Salem, Florian Kaltenberger

CoRR, June, 2025

Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing.

Andrei-Laurentiu Bornea, Fadhel Ayed, Antonio De Domenico, Nicola Piovesan, Tareq Si Salem, Ali Maatouk

CoRR, May, 2025

Goal-Oriented Time-Series Forecasting: Foundation Framework Design.

Luca-Andrei Fechete, Mohamed Sana, Fadhel Ayed, Nicola Piovesan, Wenjie Li, Antonio De Domenico, Tareq Si Salem

CoRR, April, 2025

2024

Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees.

Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, Andrea Araldo

IEEE/ACM Trans. Netw., February, 2024

Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks.

Caelin Kaplan, Tareq Si Salem, Angelo Rodio, Chuan Xu, Giovanni Neglia

CoRR, 2024

Online Submodular Maximization via Online Convex Optimization.

Tareq Si Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

No-regret Caching via Online Mirror Descent.

Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis

ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2023

Ascent Similarity Caching With Approximate Indexes.

Tareq Si Salem, Giovanni Neglia, Damiano Carra

IEEE/ACM Trans. Netw., June, 2023

GRADES: Gradient Descent for Similarity Caching.

Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, Ramesh K. Sitaraman

IEEE/ACM Trans. Netw., February, 2023

2022

Online Learning for Network Resource Allocation.

Tareq Si Salem

SIGMETRICS Perform. Evaluation Rev., December, 2022

Online learning for network resource allocation. (Apprentissage séquentiel pour l'allocation de ressources dans les réseaux).

Tareq Si Salem

PhD thesis, 2022

2021

Enabling Long-term Fairness in Dynamic Resource Allocation.

Tareq Si Salem, Georgios Iosifidis, Giovanni Neglia

Proc. ACM Meas. Anal. Comput. Syst., 2021

Online Caching Networks with Adversarial Guarantees.

Yuanyuan Li, Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis

Proc. ACM Meas. Anal. Comput. Syst., 2021

AÇAI: Ascent Similarity Caching with Approximate Indexes.

Tareq Si Salem, Giovanni Neglia, Damiano Carra

Proceedings of the 33rd International Teletraffic Congress ITC 2021, Avignon, France, August 31, 2021

Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees.

Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, Andrea Araldo

Proceedings of the 19th Mediterranean Communication and Computer Networking Conference, 2021