Brigitte Jaumard

Concordia University — Canada

Engineering · Physical Sciences

37h-index7.0kcitations531works1.42yr avg
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Research Topics

Advanced Optical Network Technologies(195), Optical Network Technologies(129), Software-Defined Networks and 5G(108), Advanced Photonic Communication Systems(84), Advanced Optimization Algorithms Research(38)

Publications531 total

Power prediction and energy aware placement of containers over virtual machines
Computer Communications·2025Open Access
Adaptive Online Learning for Network Traffic Prediction
2025
Proactive Service Assurance in 5G and B5G Networks: A Closed-Loop Algorithm for End-to-End Network Slices
IEEE Transactions on Network and Service Management·2025Open Access
Advances in power consumption model for data centers: Analytical formulas vs. machine learning models
Future Generation Computer Systems·2025
Adaptive Embedded Machine Learning on IoT Devices: A Review
2025· 1 cited
A Spatio-temporal Split Learning Framework for 5G and B5G Traffic Prediction
2025
Evaluation of Missing Data Imputation for Time Series Without Ground Truth
2025· 1 cited
Enhancing Energy Management and Efficiency of Asynchronous Federated Split Learning
2025
Advances in Power Consumption Model For Data Centers: Analytical Formulas vs. Machine Learning Models
SSRN Electronic Journal·2025Open Access
Dynamic Service Function Chaining Provisioning with Reinforcement Learning Graph Neural Networks
2024· 1 cited
5G Service Function Chain Provisioning: A Deep Reinforcement Learning-Based Framework
IEEE Transactions on Network and Service Management·2024· 9 cited
Taking Advantage of Spare Battery Capacity in Cellular Networks to Provide Grid Frequency Regulation
Energies·2024Open Access
Focus on Carbon Dioxide Footprint of AI/ML Model Training
2024
A Data Generator for 5G SFC Network Provisioning
2024
Minimum-energy virtual machine placement using embedded sensors and machine learning
Future Generation Computer Systems·2024· 9 cited
Asynchronous Federated Split Learning
2024· 4 cited
Providing Ancillary Services with Cellular Networks Leonardo Dias, Brigitte Jaumard, Lackis Eleftheriadis
SSRN Electronic Journal·2024Open Access
Minimum-Energy Virtual Machine Placement  Using Embedded Sensors and Machine Learning
SSRN Electronic Journal·2024Open Access
Providing Frequency Containment Reserve With Cellular Network Power Infrastructure
IEEE Access·2024· 1 citedOpen Access
Fully Distributed Multi-Agent RL Framework for QoS Routing
2023· 1 cited
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Frequent Co-authors

Pierre Hansen(27), Gilles Savard(5), Charles Audet(4), Christophe Meyer(4), Babacar Thiongane(4), Marcus Poggi de Aragão(4), Nicolas Huin(3), Frédéric Giroire(3), Shi-Hui Lu(3), Pey‐Chun Chen(3), T Vovor(2), Hoàng Tụy(2), Chris Develder(2), Jens Buysse(2), Alain Hertz(2), Oscar Delgado(2), S. H. Lu(2), Frédéric Semet(1), O. du Merle(1), Nenad Mladenović(1)