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cs.DC2025
Towards Designing an Energy Aware Data Replication Strategy for Cloud Systems Using Reinforcement Learning
Amir Najjar, Riad Mokadem, Jean-Marc Pierson
The rapid growth of global data volumes has created a demand for scalable distributed systems that can maintain a high quality of service. Data replication is a widely used techniq…
cs.DC2024
Towards using Reinforcement Learning for Scaling and Data Replication in Cloud Systems
Riad Mokadem, Fahem Arar, Djamel Eddine Zegour
Given its intuitive nature, many Cloud providers opt for threshold-based data replication to enable automatic resource scaling. However, setting thresholds effectively needs human…