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Abdelkader Outtagarts
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2020 – today
- 2024
- [j6]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: 3368-3394 (2024) - [c29]Parsa Rajabzadeh, Abdelkader Outtagarts:
Feedback-Driven Federated Learning for Distributed NWDAFs in 5G Core. HPSR 2024: 106-111 - [c28]Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul:
A Novel DRL Framework for Cross-Domain Network Scaling in 6G Networks. HPSR 2024: 118-123 - [c27]David Kule Mukuhi, Abdelkader Outtagarts:
LLRS : A Low Latency Resource Scheduling in Cloud Continuum Orchestration. ICIN 2024: 81-87 - 2023
- [c26]David Kule Mukuhi, Abdelkader Outtagarts:
Distributed Intelligent Resource Orchestration. 6GNet 2023: 1-3 - [c25]Parsa Rajabzadeh, Abdelkader Outtagarts:
Federated Learning for Distributed NWDAF Architecture. ICIN 2023: 24-26 - [c24]Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul:
Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks. NetSoft 2023: 314-316 - 2022
- [j5]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: 108852 (2022) - [j4]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: 109366 (2022) - [c23]Ghina Dandachi, Anouar Rkhami, Yassine Hadjadj Aoul, Abdelkader Outtagarts:
A Robust Monte-Carlo-Based Deep Learning Strategy for Virtual Network Embedding. LCN 2022: 34-41 - [c22]Abdelmounaim Bouroudi, Abdelkader Outtagarts, Yassine Hadjadj Aoul:
Robust Deep Reinforcement Learning Algorithm for VNF-FG Embedding. LCN 2022: 351-354 - 2021
- [j3]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): 73-79 (2021) - [j2]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: 103181 (2021) - [c21]Anouar Rkhami, Yassine Hadjadj Aoul, Abdelkader Outtagarts:
Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing. CCNC 2021: 1-6 - [c20]Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts:
On the use of machine learning and network tomography for network slices monitoring. HPSR 2021: 1-7 - [c19]Anouar Rkhami, Yassine Hadjadj Aoul, Gerardo Rubino, Abdelkader Outtagarts:
MonGNN: A neuroevolutionary-based solution for 5G network slices monitoring. LCN 2021: 185-192 - 2020
- [c18]Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts:
Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding. CCNC 2020: 1-6 - [c17]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: 1-7 - [c16]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: 1-6 - [c15]Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts:
On Using Deep Reinforcement Learning for VNF Forwarding Graphs Placement. NOF 2020: 126-128
2010 – 2019
- 2019
- [j1]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): 1318-1331 (2019) - [c14]EL Hocine Bouzidi, Abdelkader Outtagarts, Rami Langar:
Deep Reinforcement Learning Application for Network Latency Management in Software Defined Networks. GLOBECOM 2019: 1-6 - [c13]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: 959-960 - [c12]Duc-Hung Luong, Abdelkader Outtagarts, Yacine Ghamri-Doudane:
Multi-level Resource Scheduling for network slicing toward 5G. NOF 2019: 25-31 - 2018
- [c11]Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Yacine Ghamri-Doudane:
Predictive Autoscaling Orchestration for Cloud-native Telecom Microservices. 5G World Forum 2018: 153-158 - [c10]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: 1-6 - [c9]Pham Tran Anh Quang, Yassine Hadjadj Aoul, Abdelkader Outtagarts:
Deep Reinforcement Learning Based QoS-Aware Routing in Knowledge-Defined Networking. QSHINE 2018: 14-26 - [c8]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: 1-7 - 2017
- [c7]Duc-Hung Luong, Huu-Trung Thieu, Abdelkader Outtagarts, Bruno Mongazon-Cazavet:
Telecom microservices orchestration. NetSoft 2017: 1-2 - 2016
- [c6]Duc-Hung Luong, Abdelkader Outtagarts, Abdelkrim Hebbar:
Traffic Monitoring in Software Defined Networks Using Opendaylight Controller. MSPN 2016: 38-48 - 2015
- [c5]Abdelkader Outtagarts, Laurent Roullet, Bruno Mongazon-Cazavet, Gopalasingham Aravinthan:
When IT Meets Telco: RAN as a Service. UCC 2015: 422-423 - 2013
- [c4]Abdelkader Outtagarts, Abderrazagh Mbodj:
Automatic video programming using LSA and audio transcript. BMSB 2013: 1-5 - 2012
- [c3]Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot:
Cloud-Based Automatic Video Editing Using Keywords. ICETE (Selected Papers) 2012: 228-241 - [c2]Abdelkader Outtagarts, Abderrazagh Mbodj:
A Cloud-Based Collaborative and Automatic Video Editor. ISM 2012: 380-381 - [c1]Abdelkader Outtagarts, Sylvain Squedin, Olivier Martinot:
Keywords-based Automatic Multimedia Authoring in the Cloud. SIGMAP 2012: 141-147
2000 – 2009
- 2009
- [i1]Abdelkader Outtagarts, Olivier Martinot:
iSSEE: IMS Sensors Search Engine Enabler for Sensors Mashups Convergent Application. CoRR abs/0912.1805 (2009)
Coauthor Index
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last updated on 2024-10-07 21:23 CEST by the dblp team
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