2 papers
cs.DC2022
RISCLESS: A Reinforcement Learning Strategy to Exploit Unused Cloud Resources
Sidahmed Yalles, Mohamed Handaoui, Jean-Emile Dartois +3
One of the main objectives of Cloud Providers (CP) is to guarantee the Service-Level Agreement (SLA) of customers while reducing operating costs. To achieve this goal, CPs have bui…
cs.PF2020
ReLeaSER: A Reinforcement Learning Strategy for Optimizing Utilization Of Ephemeral Cloud Resources
Mohamed Handaoui, Jean-Emile Dartois, Jalil Boukhobza +2
Cloud data center capacities are over-provisioned to handle demand peaks and hardware failures which leads to low resources' utilization. One way to improve resource utilization an…