Publications

Online Learning for Network Resource Allocation
Tareq Si Salem
Defended at Inria Sophia-Antipolis on October, 17th, 2022.
Ph.D. in CS '22

Online Submodular Maximization via Online Convex Optimization
Tareq Si Salem, Gözde Özcan, Iasonas Nikolaou, Evimaria Terzi, Stratis Ioannidis.
AAAI Conference on Artificial Intelligence, Vancouver, Canada, 2024.
AAAI '24
Enabling Long-term Fairness in Dynamic Resource Allocation
Tareq Si Salem, George Iosifidis‬, and Giovanni Neglia.
ACM SIGMETRICS, Orlando, Florida, USA, 2023.
ACM SIGMETRICS '23
Online Caching Networks with Adversarial Guarantees
Yuanyuan Li, Tareq Si Salem, Giovanni Neglia, and Stratis Ioannidis.
ACM SIGMETRICS, Mumbai, India, 2022.
ACM SIGMETRICS '22
AÇAI: Ascent Similarity Caching with Approximate Indexes
Tareq Si Salem, Giovanni Neglia and Damiano Carra.
International Teletraffic Congress (ITC 33), 2021.
Best Paper Award ITC 33
Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees
Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, and Andrea Araldo.
Mediterranean Communication and Computer Networking Conference (MedComNet 2021), 2021.
MedComNet '21
No-Regret Caching via Online Mirror Descent
Tareq Si Salem, Giovanni Neglia, and Stratis Ioannidis.
IEEE International Conference on Communications (ICC 2021), 2021
IEEE ICC '21
GRADES: Gradient Descent for Similarity Caching
Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, and Ramesh K. Sitaraman.
IEEE International Conference on Computer Communications (INFOCOM 2021), 2021.
IEEE INFOCOM '21

Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees
Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese, and Andrea Araldo.
IEEE/ACM Transactions on Networking, 2023.
IEEE/ACM ToN '23
No-Regret Caching via Online Mirror Descent
Tareq Si Salem‬, and Giovanni Neglia, and Stratis Ioannidis.
ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS), 2023.
ACM ToMPECS '23
Enabling Long-term Fairness in Dynamic Resource Allocation
Tareq Si Salem, George Iosifidis‬, and Giovanni Neglia.
Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2022.
ACM POMACS '22
Ascent Similarity Caching with Approximate Indexes
Tareq Si Salem, Giovanni Neglia and Damiano Carra.
IEEE/ACM Transactions on Networking, 2022.
IEEE/ACM ToN '22
GRADES: Gradient Descent for Similarity Caching
Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, and Ramesh K. Sitaraman.
IEEE/ACM Transactions on Networking, 2022.
IEEE/ACM ToN '22
Online Caching Networks with Adversarial Guarantees
Yuanyuan Li, Tareq Si Salem, Giovanni Neglia, and Stratis Ioannidis.
Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2021.
ACM POMACS '21