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…