Guillaume Fraysse

13 papers B 8C 1Misc 1Journal 2
YearRankTypeTitle / Venue / Authors
2025 B conf
Adaptive Control Policies for Core Network Autoscaling with Meta-RL.
CNSM
Shantanu Verma, Abhishek Gupta, Jatinder Singh, José Manuel Sánchez-Vílchez, Guillaume Fraysse
2025 J jnl
Real-Time Encrypted Traffic Classification in Programmable Networks with P4 and Machine Learning.
Int. J. Netw. Manag.
Aristide Tanyi-Jong Akem, Guillaume Fraysse, Marco Fiore
2024 J jnl
A mixture of experts regression model for functional response with functional covariates.
Stat. Comput.
Jean Steve Tamo Tchomgui, Julien Jacques, Guillaume Fraysse, Vincent Barriac, Stéphane Chrétien
2024 B conf
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning.
NOMS
Aristide Tanyi-Jong Akem, Guillaume Fraysse, Marco Fiore
2024 B conf
Functional Linear Regression for the prediction of streaming video QoE.
CNSM
Jean Steve Tamo Tchomgui, Vincent Barriac, Guillaume Fraysse, Julien Jacques, Stéphane Chrétien
2024 B conf
Generating Commit Messages for Configuration Files in 5G Network Deployment Using LLMs.
CNSM
Beining Yang, Alassane Samba, Guillaume Fraysse, Sihem Cherrared
2024 B conf
Safe RL for Core Network autoscaling.
CNSM
Xinqi Long, Guillaume Fraysse
2023 B conf
Autoscaling Packet Core Network Functions with Deep Reinforcement Learning.
NOMS
Jatinder Singh, Shantanu Verma, Yoichi Matsuo, Francesca Fossati, Guillaume Fraysse
2023 B conf
Integrating state prediction into the Deep Reinforcement Learning for the Autoscaling of Core Network Functions.
NOMS
Yoichi Matsuo, Jatinder Singh, Shantanu Verma, Guillaume Fraysse
2020 C conf
A Resource Usage Efficient Distributed Allocation Algorithm for 5G Service Function Chains.
DAIS
Guillaume Fraysse, Jonathan Lejeune, Julien Sopena, Pierre Sens
2020 — —
Distributed resource allocation for virtual networks. (Allocation distribuée de ressources pour les réseaux virtuels).
Guillaume Fraysse
2018 B conf
Mapping the allocation of resources for 5G slices to the k-MUTEX with n instances of m resources problem.
CNSM
Guillaume Fraysse, Jonathan Lejeune, Julien Sopena, Pierre Sens
2018 Misc conf
Towards multi-SDN services: Dangers of concurrent resource allocation from multiple providers.
ICIN
Guillaume Fraysse, Imen Grida Ben Yahia, Jonathan Lejeune, Pierre Sens, Julien Sopena