Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees. - Tareq Si Salem; Gabriele Castellano; Giovanni Neglia; Fabio Pianese; Andrea Araldo (MedComNet, 2021)

AÇAI: Ascent Similarity Caching with Approximate Indexes. - Tareq Si Salem; Giovanni Neglia; Damiano Carra (ITC, 2021)

Online Caching Networks with Adversarial Guarantees. - Yuanyuan Li; Tareq Si Salem; Giovanni Neglia; Stratis Ioannidis (Proc. ACM Meas. Anal. Comput. Syst., 2021)

Enabling Long-term Fairness in Dynamic Resource Allocation. - Tareq Si Salem; Georgios Iosifidis; Giovanni Neglia (Proc. ACM Meas. Anal. Comput. Syst., 2021)

Online learning for network resource allocation. (Apprentissage séquentiel pour l'allocation de ressources dans les réseaux). - Tareq Si Salem (2022)

Online Learning for Network Resource Allocation. - Tareq Si Salem (SIGMETRICS Perform. Evaluation Rev., 2022)

GRADES: Gradient Descent for Similarity Caching. - Anirudh Sabnis; Tareq Si Salem; Giovanni Neglia; Michele Garetto; Emilio Leonardi; Ramesh K. Sitaraman (IEEE/ACM Trans. Netw., 2023)

Ascent Similarity Caching With Approximate Indexes. - Tareq Si Salem; Giovanni Neglia; Damiano Carra (IEEE/ACM Trans. Netw., 2023)

No-regret Caching via Online Mirror Descent. - Tareq Si Salem; Giovanni Neglia; Stratis Ioannidis (ACM Trans. Model. Perform. Evaluation Comput. Syst., 2023)

Online Submodular Maximization via Online Convex Optimization. - Tareq Si Salem; Gözde Özcan; Iasonas Nikolaou; Evimaria Terzi; Stratis Ioannidis (AAAI, 2024)

Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks. - Caelin Kaplan; Tareq Si Salem; Angelo Rodio; Chuan Xu 002; Giovanni Neglia (CoRR, 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., 2024)

Goal-Oriented Time-Series Forecasting: Foundation Framework Design. - Luca-Andrei Fechete; Mohamed Sana; Fadhel Ayed; Nicola Piovesan; Wenjie Li 001; Antonio De Domenico; Tareq Si Salem (CoRR, 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, 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, 2025)