Thomas Tournaire

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Markov Decision Process

Reinforcement Learning

Resource Allocation

Top Venues

ACM Trans. Model. Perform. Evaluation Comput. Syst.

Publications

Thomas Tournaire, Hind Castel-Taleb, Emmanuel Hyon
Efficient Computation of Optimal Thresholds in Cloud Auto-scaling Systems. ACM Trans. Model. Perform. Evaluation Comput. Syst. 8 (4) (2023)
Thomas Tournaire, Yue Jin, Armen Aghasaryan, Hind Castel-Taleb, Emmanuel Hyon
Factored Reinforcement Learning for Auto-scaling in Tandem Queues. NOMS (2022)
Thomas Tournaire, Jeanne Barthelemy, Hind Castel-Taleb, Emmanuel Hyon
Reinforcement Learning with Model-Based Approaches for Dynamic Resource Allocation in a Tandem Queue. EPEW (2021)
Thomas Tournaire, Hind Castel-Taleb, Emmanuel Hyon
Optimal control policies for resource allocation in the Cloud: comparison between Markov decision process and heuristic approaches. CoRR (2021)
Thomas Tournaire, Hind Castel-Taleb, Emmanuel Hyon, Toussaint Hoché
Generating Optimal Thresholds in a Hysteresis Queue: Application to a Cloud Model. MASCOTS (2019)