Tareq Si Salem

Orcid: 0000-0002-2158-0126

According to our database1, Tareq Si Salem authored at least 12 papers between 2021 and 2024.

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Bibliography

2024
Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees.
IEEE/ACM Trans. Netw., February, 2024

Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks.
CoRR, 2024

Online Submodular Maximization via Online Convex Optimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
No-regret Caching via Online Mirror Descent.
ACM Trans. Model. Perform. Evaluation Comput. Syst., December, 2023

Ascent Similarity Caching With Approximate Indexes.
IEEE/ACM Trans. Netw., June, 2023

GRADES: Gradient Descent for Similarity Caching.
IEEE/ACM Trans. Netw., February, 2023

2022
Online Learning for Network Resource Allocation.
SIGMETRICS Perform. Evaluation Rev., December, 2022

Online learning for network resource allocation. (Apprentissage séquentiel pour l'allocation de ressources dans les réseaux).
PhD thesis, 2022

2021
Enabling Long-term Fairness in Dynamic Resource Allocation.
Proc. ACM Meas. Anal. Comput. Syst., 2021

Online Caching Networks with Adversarial Guarantees.
Proc. ACM Meas. Anal. Comput. Syst., 2021

AÇAI: Ascent Similarity Caching with Approximate Indexes.
Proceedings of the 33rd International Teletraffic Congress ITC 2021, Avignon, France, August 31, 2021

Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees.
Proceedings of the 19th Mediterranean Communication and Computer Networking Conference, 2021


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