Abdelkader Outtagarts

According to our database, Abdelkader Outtagarts authored at least 37 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Design Methodology for 6G End-to-End System: Hexa-X-II Perspective.

Sylvaine Kerboeuf, Pawani Porambage, Akshay Jain, Patrik Rugeland, Gustav Wikström, Mårten Ericson, Dinh Thai Bui, Abdelkader Outtagarts, Heikki Karvonen, Pol Alemany, Raul Muñoz, Ricard Vilalta, Panagiotis Botsinis, Aurora Ramos, Josué Castañeda Cisneros, Mehmet Karaca, Christina Karousatou, Sokratis Barmpounakis, Panagiotis Demestichas, Anastasios Zafeiropoulos, Ioannis Tzanettis, Symeon Papavassiliou, Pietro G. Giardina, Giada Landi, Bin Han, Ahmad Nimr, Mikko A. Uusitalo

IEEE Open J. Commun. Soc., 2024

LLRS : A Low Latency Resource Scheduling in Cloud Continuum Orchestration.

David Kule Mukuhi, Abdelkader Outtagarts

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

Feedback-Driven Federated Learning for Distributed NWDAFs in 5G Core.

Parsa Rajabzadeh, Abdelkader Outtagarts

Proceedings of the 25th IEEE International Conference on High Performance Switching and Routing, 2024

A Novel DRL Framework for Cross-Domain Network Scaling in 6G Networks.

Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul

Proceedings of the 25th IEEE International Conference on High Performance Switching and Routing, 2024

Sustainability of AI - Energy consumption estimation of an mMTC admission control.

Lucas Otávio Nascimento De Araújo, Abdelkader Outtagarts

Proceedings of the 7th Conference on Cloud and Internet of Things, 2024

2023

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

Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul

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

Federated Learning for Distributed NWDAF Architecture.

Parsa Rajabzadeh, Abdelkader Outtagarts

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

Distributed Intelligent Resource Orchestration.

David Kule Mukuhi, Abdelkader Outtagarts

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.

Ghina Dandachi, Sophie Cerf, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Éric Rutten

Comput. Networks, 2022

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

E. L. Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba

Comput. Networks, 2022

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

Ghina Dandachi, Anouar Rkhami, Yassine Hadjadj Aoul, Abdelkader Outtagarts

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

Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding.

Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul

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.

EL Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba

J. Netw. Comput. Appl., 2021

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

Nazih Salhab, Rami Langar, Rana Rahim, Sylvain Cherrier, Abdelkader Outtagarts

IEEE Commun. Mag., 2021

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

Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts

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

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

Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts

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.

Anouar Rkhami, Yassine Hadjadj Aoul, Abdelkader Outtagarts

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

2020

On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement.

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

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

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

Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts, 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.

EL Hocine Bouzidi, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar, Raouf Boutaba

Proceedings of the 2020 IEEE International Conference on Communications, 2020

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

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

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

2019

A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding.

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

IEEE Trans. Netw. Serv. Manag., 2019

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

Duc-Hung Luong, Abdelkader Outtagarts, Yacine Ghamri-Doudane

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

Cooperative AI-based e2e Network Slice Scaling.

Makram Bouzid, Duc-Hung Luong, Dimitre Kostadinov, Yue Jin, Lorenzo Maggi, Abdelkader Outtagarts, Armen Aghasaryan

Proceedings of the IEEE INFOCOM 2019, 2019

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

EL Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar

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.

Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane

Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

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

Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts

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

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

EL Hocine Bouzidi, Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar

Proceedings of the IEEE Global Communications Conference, 2018

Predictive Autoscaling Orchestration for Cloud-native Telecom Microservices.

Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane

Proceedings of the IEEE 5G World Forum, 2018

2017

Telecom microservices orchestration.

Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Bruno Mongazon-Cazavet

Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

2016

Traffic Monitoring in Software Defined Networks Using Opendaylight Controller.

Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar

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

2015

When IT Meets Telco: RAN as a Service.

Abdelkader Outtagarts, 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.

Abdelkader Outtagarts, Abderrazagh Mbodj

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

2012

Keywords-based Automatic Multimedia Authoring in the Cloud.

Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot

Proceedings of the SIGMAP and WINSYS 2012, 2012

A Cloud-Based Collaborative and Automatic Video Editor.

Abdelkader Outtagarts, Abderrazagh Mbodj

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Cloud-Based Automatic Video Editing Using Keywords.

Abdelkader Outtagarts, 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

Abdelkader Outtagarts, Olivier Martinot

CoRR, 2009