Abdelkader Outtagarts

Proceedings of the 27th Conference on Innovation in Clouds, Internet and Networks, 2024

2023

Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks.

[BibT_eX]

[DOI]

Abdelmounaim Bouroudi

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Federated Learning for Distributed NWDAF Architecture.

[BibT_eX]

[DOI]

Parsa Rajabzadeh

Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

Distributed Intelligent Resource Orchestration.

[BibT_eX]

[DOI]

David Kule Mukuhi

Proceedings of the 2nd International Conference on 6G Networking, 2023

2022

A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding.

[BibT_eX]

[DOI]

Ghina Dandachi

Sophie Cerf

Éric Rutten

Comput. Networks, 2022

Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning.

[BibT_eX]

[DOI]

E. L. Hocine Bouzidi

Raouf Boutaba

Comput. Networks, 2022

A Robust Monte-Carlo-Based Deep Learning Strategy for Virtual Network Embedding.

[BibT_eX]

[DOI]

Ghina Dandachi

Proceedings of the 47th IEEE Conference on Local Computer Networks, 2022

Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding.

[BibT_eX]

[DOI]

Abdelmounaim Bouroudi

Proceedings of the 47th IEEE Conference on Local Computer Networks, 2022

2021

Deep Q-Network and Traffic Prediction based Routing Optimization in Software Defined Networks.

[BibT_eX]

[DOI]

Raouf Boutaba

J. Netw. Comput. Appl., 2021

Autonomous Network Slicing Prototype Using Machine-Learning-Based Forecasting for Radio Resources.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2021

MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring.

[BibT_eX]

[DOI]

Gerardo Rubino

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

On the use of machine learning and network tomography for network slices monitoring.

[BibT_eX]

[DOI]

Gerardo Rubino

Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020

On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Network of the Future, 2020

On the Use of Graph Neural Networks for Virtual Network Embedding.

[BibT_eX]

[DOI]

Gerardo Rubino

Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020

Online based learning for predictive end-to-end network slicing in 5G networks.

[BibT_eX]

[DOI]

Abdelkrim Hebbar

Raouf Boutaba

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

2019

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Multi-level Resource Scheduling for network slicing toward 5G.

[BibT_eX]

[DOI]

Yacine Ghamri-Doudane

Proceedings of the 10th International Conference on Networks of the Future, 2019

Cooperative AI-based e2e Network Slice Scaling.

[BibT_eX]

[DOI]

Armen Aghasaryan

Proceedings of the IEEE INFOCOM 2019, 2019

Deep Reinforcement Learning Application for Network Latency Management in Software Defined Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Cloudification and Autoscaling Orchestration for Container-Based Mobile Networks toward 5G: Experimentation, Challenges and Perspectives.

[BibT_eX]

[DOI]

Huu-Trung Thieu

Yacine Ghamri-Doudane

Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking.

[BibT_eX]

[DOI]

Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Systems, 2018

Online-Based Learning for Predictive Network Latency in Software-Defined Networks.

[BibT_eX]

[DOI]

Abdelkrim Hebbar

Proceedings of the IEEE Global Communications Conference, 2018

Predictive Autoscaling Orchestration for Cloud-native Telecom Microservices.

[BibT_eX]

[DOI]

Huu-Trung Thieu

Yacine Ghamri-Doudane

Proceedings of the IEEE 5G World Forum, 2018

2017

Telecom microservices orchestration.

[BibT_eX]

[DOI]

Huu-Trung Thieu

Bruno Mongazon-Cazavet

Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

2016

Traffic Monitoring in Software Defined Networks Using Opendaylight Controller.

[BibT_eX]

[DOI]

Abdelkrim Hebbar

Proceedings of the Mobile, Secure, and Programmable Networking, 2016

2015

When IT Meets Telco: RAN as a Service.

[BibT_eX]

[DOI]

Laurent Roullet

Bruno Mongazon-Cazavet

Gopalasingham Aravinthan

Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

2013

Automatic video programming using LSA and audio transcript.

[BibT_eX]

[DOI]

Abderrazagh Mbodj

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2013

2012

Keywords-based Automatic Multimedia Authoring in the Cloud.

[BibT_eX]

Sylvain Squedin

Olivier Martinot

Proceedings of the SIGMAP and WINSYS 2012, 2012

A Cloud-Based Collaborative and Automatic Video Editor.

[BibT_eX]

[DOI]

Abderrazagh Mbodj

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Cloud-Based Automatic Video Editing Using Keywords.

[BibT_eX]

[DOI]

Sylvain Squedin

Olivier Martinot

Proceedings of the E-Business and Telecommunications - International Joint Conference, 2012

2009

iSSEE: IMS Sensors Search Engine Enabler for Sensors Mashups Convergent Application

[BibT_eX]

[DOI]