Towards using Reinforcement Learning for Scaling and Data Replication in Cloud Systems

Autor: Mokadem, Riad, Arar, Fahem, Zegour, Djamel Eddine

Publikováno v: Doctoral Conference on computer Science ADCCS'2024, Ecole Sup{\'e}rieure d'Informatique ESI, May 2024, Algier, Algeria

Given its intuitive nature, many Cloud providers opt for threshold-based data replication to enable automatic resource scaling. However, setting thresholds effectively needs human intervention to calibrate thresholds for each metric and requires a de

Externí odkaz: http://arxiv.org/abs/2410.11862

Data correlation and fuzzy inference system-based data replication in federated cloud systems

Autor: Khelifa, Amel, Mokadem, Riad, Hamrouni, Tarek, Ben Charrada, Faouzi

Publikováno v: In Simulation Modelling Practice and Theory February 2022 115

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Contribution to data replication in large scale data management systems

Autor: Mokadem, Riad

Publikováno v: Informatique [cs]. Université Toulouse III-Paul Sabatier (UPS), 2020

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::8c3357f8724d07372abff7c9f6613617
https://hal.archives-ouvertes.fr/tel-03116229

Triadic Concept Analysis-based Data Replication Strategy while satisfying Tenant Performance and provider Profit Gurantees

Autor: Khelifa, Amel, Hamrouni, Tarek, Mokadem, Riad, BEN CHARRADA, Faouzi

Publikováno v: International Journal of High Performance Computing and Networking
International Journal of High Performance Computing and Networking, Inderscience, In press

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::42dda0a6954bf2a18162704ef0f623c7
https://hal.archives-ouvertes.fr/hal-03116182