Guillaume Fraysse

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Response Variable

Regression Model

Top Venues

Publications

Jean Steve Tamo Tchomgui, Julien Jacques, Guillaume Fraysse, Vincent Barriac, Stéphane Chrétien
A mixture of experts regression model for functional response with functional covariates. Stat. Comput. 34 (5) (2024)
Aristide Tanyi-Jong Akem, Guillaume Fraysse, Marco Fiore
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning. NOMS (2024)
Yoichi Matsuo, Jatinder Singh, Shantanu Verma, Guillaume Fraysse
Integrating state prediction into the Deep Reinforcement Learning for the Autoscaling of Core Network Functions. NOMS (2023)
Jatinder Singh, Shantanu Verma, Yoichi Matsuo, Francesca Fossati, Guillaume Fraysse
Autoscaling Packet Core Network Functions with Deep Reinforcement Learning. NOMS (2023)
Guillaume Fraysse, Jonathan Lejeune, Julien Sopena, Pierre Sens
A Resource Usage Efficient Distributed Allocation Algorithm for 5G Service Function Chains. DAIS (2020)
Guillaume Fraysse, Jonathan Lejeune, Julien Sopena, Pierre Sens
Mapping the allocation of resources for 5G slices to the k-MUTEX with n instances of m resources problem. CNSM (2018)
Guillaume Fraysse, Imen Grida Ben Yahia, Jonathan Lejeune, Pierre Sens, Julien Sopena
Towards multi-SDN services: Dangers of concurrent resource allocation from multiple providers. ICIN (2018)