Abdelkader Outtagarts

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 28

Top Topics

Resource Scheduling

Dynamically Select

Graph Embedding

Reinforcement Learning

Top Venues

Publications

David Kule Mukuhi, Abdelkader Outtagarts
LLRS : A Low Latency Resource Scheduling in Cloud Continuum Orchestration. ICIN (2024)
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
Design Methodology for 6G End-to-End System: Hexa-X-II Perspective. IEEE Open J. Commun. Soc. 5 (2024)
David Kule Mukuhi, Abdelkader Outtagarts
Distributed Intelligent Resource Orchestration. 6GNet (2023)
Parsa Rajabzadeh, Abdelkader Outtagarts
Federated Learning for Distributed NWDAF Architecture. ICIN (2023)
Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul
Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks. NetSoft (2023)
E. L. Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba
Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning. Comput. Networks 207 (2022)
Ghina Dandachi, Anouar Rkhami, Yassine Hadjadj Aoul, Abdelkader Outtagarts
A Robust Monte-Carlo-Based Deep Learning Strategy for Virtual Network Embedding. LCN (2022)
Ghina Dandachi, Sophie Cerf, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Éric Rutten
A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding. Comput. Networks 218 (2022)
Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul
Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding. LCN (2022)
Anouar Rkhami, Yassine Hadjadj Aoul, Abdelkader Outtagarts
Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing. CCNC (2021)
Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts
MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. LCN (2021)
Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts
On the use of machine learning and network tomography for network slices monitoring. HPSR (2021)
El Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar, Raouf Boutaba
Deep Q-Network and Traffic Prediction based Routing Optimization in Software Defined Networks. J. Netw. Comput. Appl. 192 (2021)
Nazih Salhab, Rami Langar, Rana Rahim, Sylvain Cherrier, Abdelkader Outtagarts
Autonomous Network Slicing Prototype Using Machine-Learning-Based Forecasting for Radio Resources. IEEE Commun. Mag. 59 (6) (2021)
El Hocine Bouzidi, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar, Raouf Boutaba
Online based learning for predictive end-to-end network slicing in 5G networks. ICC (2020)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement. NOF (2020)
Anouar Rkhami, Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Gerardo Rubino
On the Use of Graph Neural Networks for Virtual Network Embedding. ISNCC (2020)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding. CCNC (2020)
Duc-Hung Luong, Abdelkader Outtagarts, Yacine Ghamri-Doudane
Multi-level Resource Scheduling for network slicing toward 5G. NOF (2019)
Makram Bouzid, Duc-Hung Luong, Dimitre Kostadinov, Yue Jin, Lorenzo Maggi, Abdelkader Outtagarts, Armen Aghasaryan
Cooperative AI-based e2e Network Slice Scaling. INFOCOM Workshops (2019)
El Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar
Deep Reinforcement Learning Application for Network Latency Management in Software Defined Networks. GLOBECOM (2019)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
El Hocine Bouzidi, Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar, Rami Langar
Online-Based Learning for Predictive Network Latency in Software-Defined Networks. GLOBECOM (2018)
Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts
Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. QSHINE (2018)
Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane
Predictive Autoscaling Orchestration for Cloud-native Telecom Microservices. 5G World Forum (2018)
Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane
Cloudification and Autoscaling Orchestration for Container-Based Mobile Networks toward 5G: Experimentation, Challenges and Perspectives. VTC Spring (2018)
Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Bruno Mongazon-Cazavet
Telecom microservices orchestration. NetSoft (2017)
Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar
Traffic Monitoring in Software Defined Networks Using Opendaylight Controller. MSPN (2016)
Abdelkader Outtagarts, Laurent Roullet, Bruno Mongazon-Cazavet, Gopalasingham Aravinthan
When IT Meets Telco: RAN as a Service. UCC (2015)
Abdelkader Outtagarts, Abderrazagh Mbodj
Automatic video programming using LSA and audio transcript. BMSB (2013)
Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot
Keywords-based Automatic Multimedia Authoring in the Cloud. SIGMAP (2012)
Abdelkader Outtagarts, Abderrazagh Mbodj
A Cloud-Based Collaborative and Automatic Video Editor. ISM (2012)
Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot
Cloud-Based Automatic Video Editing Using Keywords. ICETE (Selected Papers) (2012)
Abdelkader Outtagarts, Olivier Martinot
iSSEE: IMS Sensors Search Engine Enabler for Sensors Mashups Convergent Application CoRR (2009)