Miloud Bagaa

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 125

Top Venues

Publications

Karim Boutiba, Miloud Bagaa, Adlen Ksentini
Multi-Agent Deep Reinforcement Learning to Enable Dynamic TDD in a Multi-Cell Environment. IEEE Trans. Mob. Comput. 23 (5) (2024)
Houda Hafi, Bouziane Brik, Pantelis A. Frangoudis, Adlen Ksentini, Miloud Bagaa
Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions. IEEE Access 12 (2024)
Badr Ben Elallid, Nabil Benamar, Miloud Bagaa, Yassine Hadjadj Aoul
Enhancing Autonomous Driving Navigation Using Soft Actor-Critic. Future Internet 16 (7) (2024)
Saif Eddine Khelifa, Miloud Bagaa, Messaoud Ahmed Ouameur, Adlen Ksentini
Case study of WebAssembly Runtimes for AI Applications on the Edge. GIIS (2024)
Abdellah Kaci, Soraya Ait Chellouche, Yassine Hadjadj Aoul, Miloud Bagaa
RAP-G: Reliability-aware service placement using genetic algorithm for deep edge computing. CCNC (2023)
Fatima Zahra Mardi, Miloud Bagaa, Yassine Hadjadj Aoul, Nabil Benamar
Heuristic-Deep Q-Network-Based Network Slicing in LoRaWAN. ICC (2023)
Karim Boutiba, Miloud Bagaa, Adlen Ksentini
Optimal radio resource management in 5G NR featuring network slicing. Comput. Networks 234 (2023)
Sahar Boulkaboul, Djamel Djenouri, Miloud Bagaa
DPFTT: Distributed Particle Filter for Target Tracking in the Internet of Things. PEMWN (2023)
Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri
Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. PIMRC (2023)
Nassima Toumi, Miloud Bagaa, Adlen Ksentini
Machine Learning for Service Migration: A Survey. IEEE Commun. Surv. Tutorials 25 (3) (2023)
Badr Ben Elallid, Miloud Bagaa, Nabil Benamar, Nabil Mrani
A Reinforcement Learning Based Approach for Controlling Autonomous Vehicles in Complex Scenarios. IWCMC (2023)
Samaneh Bidabadi, Messaoud Ahmed-Ouameur, Miloud Bagaa, Daniel Massicotte
Energy efficient resource allocation for re-configurable intelligent surface-assisted wireless networks. EURASIP J. Wirel. Commun. Netw. 2023 (1) (2023)
Jonathan Prados-Garzon, Tarik Taleb, Miloud Bagaa
Optimization of Flow Allocation in Asynchronous Deterministic 5G Transport Networks by Leveraging Data Analytics. IEEE Trans. Mob. Comput. 22 (3) (2023)
Hiba Merakchi, Miloud Bagaa, Messaoud Ahmed Ouameur, Adlen Ksentini, Abdenour Sehad
Federated Deep Reinforcement Learning-Based Task Offloading System in Edge Computing Environment. GLOBECOM (2023)
Hamed Hellaoui, Miloud Bagaa, Ali Chelli, Tarik Taleb, Bin Yang
On Supporting Multiservices in UAV-Enabled Aerial Communication for Internet of Things. IEEE Internet Things J. 10 (15) (2023)
Karim Boutiba, Miloud Bagaa, Adlen Ksentini
On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RAN. NOMS (2023)
Sihem Ouahouah, Miloud Bagaa, Jonathan Prados-Garzon, Tarik Taleb
Deep-Reinforcement-Learning-Based Collision Avoidance in UAV Environment. IEEE Internet Things J. 9 (6) (2022)
T. Taleb, Ibrahim Afolabi, Miloud Bagaa
Orchestrating 5G Network Slices to Support Industrial Internet and to Shape Next-Generation Smart Factories. CoRR (2022)
Miloud Bagaa, Diego Leonel Cadette Dutra, Tarik Taleb, Hannu Flinck
Toward Enabling Network Slice Mobility to Support 6G System. IEEE Trans. Wirel. Commun. 21 (12) (2022)
J. Prados, Abdelquoddouss Laghrissi, Miloud Bagaa, T. Taleb
A Queuing based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane. CoRR (2022)
Hamed Hellaoui, Ali Chelli, Miloud Bagaa, T. Taleb
Efficient Steering Mechanism for Mobile Network-enabled UAVs. CoRR (2022)
Oussama Bekkouche, Konstantinos Samdanis, Miloud Bagaa, Tarik Taleb
A Service-Based Architecture for enabling UAV enhanced Network Services. CoRR (2022)
Saif Eddine Khelifa, Lyes Khelladi, Miloud Bagaa, Yassine Hadjadj Aoul
Semi-invertible Convolutional Neural Network for Overall Survival Prediction in Head and Neck Cancer. ICC (2022)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, T. Taleb, Hannu Flinck
Towards studying Service Function Chain Migration Patterns in 5G Networks and beyond. CoRR (2022)
Ibrahim Afolabi, Tarik Taleb, Pantelis A. Frangoudis, Miloud Bagaa, Adlen Ksentini
Network Slicing-Based Customization of 5G Mobile Services. CoRR (2022)
Fatima Zahra Mardi, Miloud Bagaa, Yassine Hadjadj Aoul, Nabil Benamar
An Efficient Allocation System for Centralized Network Slicing in LoRaWan. IWCMC (2022)
Ilias Benkacem, Miloud Bagaa, Tarik Taleb, Quang Ngoc Nguyen, Toshitaka Tsuda, Takuro Sato
Integrated ICN and CDN Slice as a Service. CoRR (2022)
Miloud Bagaa, Tarik Taleb, Jorge Bernal Bernabé, Antonio F. Skarmeta
QoS and Resource-Aware Security Orchestration and Life Cycle Management. IEEE Trans. Mob. Comput. 21 (8) (2022)
Ibrahim Afolabi, Jonathan Prados-Garzon, Miloud Bagaa, T. Taleb, Pablo Ameigeiras
Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System. CoRR (2022)
Miloud Bagaa, T. Taleb, Jorge Bernal Bernabé, Antonio F. Skarmeta
QoS and Resource aware Security Orchestration System. CoRR (2022)
Hajar Hantouti, Nabil Benamar, Miloud Bagaa, T. Taleb
Symmetry-aware SFC Framework for 5G Networks. CoRR (2022)
Karim Boutiba, Miloud Bagaa, Adlen Ksentini
On enabling 5G dynamic TDD by leveraging deep reinforcement learning and O-RAN: demo. MobiHoc (2022)
Hamed Hellaoui, Miloud Bagaa, Ali Chelli, Tarik Taleb
Joint Sub-carrier and Power Allocation for Efficient Communication of Cellular UAVs. CoRR (2022)
Oussama El Marai, Miloud Bagaa, T. Taleb
Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers Scheme. CoRR (2022)
Hamed Hellaoui, Ali Chelli, Miloud Bagaa, T. Taleb
Efficient Steering Mechanism for Mobile Network-enabled UAVs. CoRR (2022)
Oussama Bekkouche, Miloud Bagaa, Tarik Taleb
Toward a UTM-based Service Orchestration for UAVs in MEC-NFV Environment. CoRR (2022)
Karim Boutiba, Miloud Bagaa, Adlen Ksentini
Radio Resource Management in Multi-numerology 5G New Radio featuring Network Slicing. ICC (2022)
Fadia Hasnaoui, Lamia Zohra Mihoubi, Maria Pateraki, Miloud Bagaa
Relay-based Network Architectures for Collaborative Virtual Reality Applications. GLOBECOM (2022)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, T. Taleb, Hannu Flinck, Mehdi Namane
Benchmarking the ONOS Intent interfaces to ease 5G service management. CoRR (2022)
Karim Boutiba, Miloud Bagaa, Adlen Ksentini
On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC services. GLOBECOM (2022)
Abderrahmane Boudi, Miloud Bagaa, Petteri Pöyhönen, Tarik Taleb, Hannu Flinck
AI-Based Resource Management in Beyond 5G Cloud Native Environment. IEEE Netw. 35 (2) (2021)
Ibrahim Afolabi, Miloud Bagaa, Walid Boumezer, Tarik Taleb
Toward a Real Deployment of Network Services Orchestration and Configuration Convergence Framework for 5G Network Slices. IEEE Netw. 35 (1) (2021)
Miloud Bagaa, Tarik Taleb, Jukka Riekki, JaeSeung Song
Collaborative Cross System AI: Toward 5G System and Beyond. IEEE Netw. 35 (4) (2021)
Naser Hossein Motlagh, Ibrahim Afolabi, Matteo Pozza, Miloud Bagaa, Tarik Taleb, Sasu Tarkoma, Hannu Flinck
mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario. IEEE Netw. 35 (6) (2021)
Nassima Toumi, Miloud Bagaa, Adlen Ksentini
On using Deep Reinforcement Learning for Multi-Domain SFC placement. GLOBECOM (2021)
Nassima Toumi, Miloud Bagaa, Adlen Ksentini
Hierarchical Multi-Agent Deep Reinforcement Learning for SFC Placement on Multiple Domains. LCN (2021)
Karim Boutiba, Miloud Bagaa, Adlen Ksentini
Radio Link Failure Prediction in 5G Networks. GLOBECOM (2021)
Hajar Hantouti, Nabil Benamar, Miloud Bagaa, Tarik Taleb
Symmetry-Aware SFC Framework for 5G Networks. IEEE Netw. 35 (5) (2021)
Zinelaabidine Nadir, Tarik Taleb, Hannu Flinck, Ouns Bouachir, Miloud Bagaa
Immersive Services over 5G and Beyond Mobile Systems. IEEE Netw. 35 (6) (2021)
Miloud Bagaa, Karim Boutiba, Adlen Ksentini
On using Deep Reinforcement Learning to dynamically derive 5G New Radio TDD pattern. GLOBECOM (2021)
Abdelhakim Nacef, Miloud Bagaa, Youcef Aklouf, Abdellah Kaci, Diego Leonel Cadette Dutra, Adlen Ksentini
Self-optimized network: When Machine Learning Meets Optimization. GLOBECOM (2021)
Alejandro Molina Zarca, Miloud Bagaa, Jorge Bernal Bernabé, Tarik Taleb, Antonio F. Skarmeta
Semantic-Aware Security Orchestration in SDN/NFV-Enabled IoT Systems. Sensors 20 (13) (2020)
Oussama Bekkouche, Konstantinos Samdanis, Miloud Bagaa, Tarik Taleb
A Service-Based Architecture for Enabling UAV Enhanced Network Services. IEEE Netw. 34 (4) (2020)
Oussama El Marai, Miloud Bagaa, Tarik Taleb
Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers Scheme. GLOBECOM (2020)
Badr Eddine Mada, Miloud Bagaa, Tarik Taleb, Hannu Flinck
Latency-aware Service Placement and Live Migrations in 5G and Beyond Mobile Systems. ICC (2020)
Miloud Bagaa, Diego Leonel Cadette Dutra, Tarik Taleb, Konstantinos Samdanis
On SDN-Driven Network Optimization and QoS Aware Routing Using Multiple Paths. IEEE Trans. Wirel. Commun. 19 (7) (2020)
Rami Akrem Addad, Miloud Bagaa, Tarik Taleb, Diego Leonel Cadette Dutra, Hannu Flinck
Optimization Model for Cross-Domain Network Slices in 5G Networks. IEEE Trans. Mob. Comput. 19 (5) (2020)
Hamed Hellaoui, Miloud Bagaa, Ali Chelli, Tarik Taleb
Joint Sub-Carrier and Power Allocation for Efficient Communication of Cellular UAVs. IEEE Trans. Wirel. Commun. 19 (12) (2020)
Rami Akrem Addad, Tarik Taleb, Hannu Flinck, Miloud Bagaa, Diego Leonel Cadette Dutra
Network Slice Mobility in Next Generation Mobile Systems: Challenges and Potential Solutions. IEEE Netw. 34 (1) (2020)
Miloud Bagaa, Tarik Taleb, Jorge Bernal Bernabé, Antonio F. Skarmeta
QoS and Resource aware Security Orchestration System. GLOBECOM (2020)
Miloud Bagaa, Tarik Taleb, Jorge Bernal Bernabé, Antonio F. Skarmeta
A Machine Learning Security Framework for Iot Systems. IEEE Access 8 (2020)
Ibrahim Afolabi, Jonathan Prados-Garzon, Miloud Bagaa, Tarik Taleb, Pablo Ameigeiras
Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System. IEEE Trans. Mob. Comput. 19 (11) (2020)
Jonathan Prados-Garzon, Tarik Taleb, Miloud Bagaa
LEARNET: Reinforcement Learning Based Flow Scheduling for Asynchronous Deterministic Networks. ICC (2020)
Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb
UAV Communication Strategies in the Next Generation of Mobile Networks. IWCMC (2020)
Jonathan Prados-Garzon, Abdelquoddouss Laghrissi, Miloud Bagaa, Tarik Taleb, Juan M. López-Soler
A Complete LTE Mathematical Framework for the Network Slice Planning of the EPC. IEEE Trans. Mob. Comput. 19 (1) (2020)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Hannu Flinck
Fast Service Migration in 5G Trends and Scenarios. IEEE Netw. 34 (2) (2020)
Oussama Bekkouche, Miloud Bagaa, Tarik Taleb
Toward a UTM-Based Service Orchestration for UAVs in MEC-NFV Environment. GLOBECOM (2019)
Oussama Bekkouche, Tarik Taleb, Miloud Bagaa, Konstantinos Samdanis
Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles. WCNC (2019)
Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa, Jonathan Prados-Garzon
A Fuzzy Logic-based Mechanism for An Efficient Cloud Resource Planning. WCNC (2019)
Abderrahmane Boudi, Ivan Farris, Miloud Bagaa, Tarik Taleb
Assessing Lightweight Virtualization for Security-as-a-Service at the Network Edge. IEICE Trans. Commun. (5) (2019)
Oussama El Marai, Jonathan Prados-Garzon, Miloud Bagaa, Tarik Taleb
Ensuring High QoE for DASH-Based Clients Using Deterministic Network Calculus in SDN Networks. GLOBECOM (2019)
Tarik Taleb, Ibrahim Afolabi, Miloud Bagaa
Orchestrating 5G Network Slices to Support Industrial Internet and to Shape Next-Generation Smart Factories. IEEE Netw. 33 (4) (2019)
Badr Eddine Mada, Miloud Bagaa, Tarik Taleb
Trust-Based Video Management Framework for Social Multimedia Networks. IEEE Trans. Multim. 21 (3) (2019)
Naser Hossein Motlagh, Miloud Bagaa, Tarik Taleb
Energy and Delay Aware Task Assignment Mechanism for UAV-Based IoT Platform. IEEE Internet Things J. 6 (4) (2019)
Jonathan Prados-Garzon, Tarik Taleb, Oussama El Marai, Miloud Bagaa
Closed-Form Expression for the Resources Dimensioning of Softwarized Network Services. GLOBECOM (2019)
Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb
Efficient Steering Mechanism for Mobile Network-Enabled UAVs. GLOBECOM (2019)
Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb, Matthias Pätzold
Towards Efficient Control of Mobile Network-Enabled UAVs. WCNC (2019)
Ibrahim Afolabi, Tarik Taleb, Pantelis A. Frangoudis, Miloud Bagaa, Adlen Ksentini
Network Slicing-Based Customization of 5G Mobile Services. IEEE Netw. 33 (5) (2019)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Hannu Flinck
Towards Studying Service Function Chain Migration Patterns in 5G Networks and Beyond. GLOBECOM (2019)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Hannu Flinck
Towards a Fast Service Migration in 5G. CSCN (2018)
Ilias Benkacem, Tarik Taleb, Miloud Bagaa, Hannu Flinck
Optimal VNFs Placement in CDN Slicing Over Multi-Cloud Environment. IEEE J. Sel. Areas Commun. 36 (3) (2018)
Yacine Khettab, Miloud Bagaa, Diego Leonel Cadette Dutra, Tarik Taleb, Nassima Toumi
Virtual security as a service for 5G verticals. WCNC (2018)
Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa
Conformal Mapping for Optimal Network Slice Planning Based on Canonical Domains. IEEE J. Sel. Areas Commun. 36 (3) (2018)
Tarik Taleb, Miloud Bagaa, Si-Ahmed Naas
Scheduled Communications in Next Generationmobile Networks. GLOBECOM (2018)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Miloud Bagaa, Tarik Taleb, Hannu Flinck, Mehdi Namane
Benchmarking the ONOS Intent Interfaces to Ease 5G Service Management. GLOBECOM (2018)
Abderrahmane Boudi, Ivan Farris, Miloud Bagaa, Tarik Taleb
Lightweight Virtualization Based Security Framework for Network Edge. CSCN (2018)
Jonathan Prados-Garzon, Abdelquoddouss Laghrissi, Miloud Bagaa, Tarik Taleb
A Queuing Based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane. GLOBECOM (2018)
Miloud Bagaa, Tarik Taleb, Ali Chelli, Hamed Hellaoui
Constraint Hubs Deployment for Efficient Machine-Type Communications. IEEE Trans. Wirel. Commun. 17 (12) (2018)
Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa
Canonical domains for optimal network slice planning. WCNC (2018)
Ilias Benkacem, Miloud Bagaa, Tarik Taleb, Quang Ngoc Nguyen, Toshitaka Tsuda, Takuro Sato
Integrated ICN and CDN Slice as a Service. GLOBECOM (2018)
Hamed Hellaoui, Ali Chelli, Miloud Bagaa, Tarik Taleb
Towards Mitigating the Impact of UAVs on Cellular Communications. GLOBECOM (2018)
Rami Akrem Addad, Tarik Taleb, Miloud Bagaa, Diego Leonel Cadette Dutra, Hannu Flinck
Towards Modeling Cross-Domain Network Slices for 5G. GLOBECOM (2018)
Oussama Bekkouche, Tarik Taleb, Miloud Bagaa
UAVs Traffic Control Based on Multi-Access Edge Computing. GLOBECOM (2018)
Rami Akrem Addad, Diego Leonel Cadette Dutra, Tarik Taleb, Miloud Bagaa, Hannu Flinck
MIRA!: An SDN-Based Framework for Cross-Domain Fast Migration of Ultra-Low Latency 5G Services. GLOBECOM (2018)
Miloud Bagaa, Tarik Taleb, Abdelquoddouss Laghrissi, Adlen Ksentini, Hannu Flinck
Coalitional Game for the Creation of Efficient Virtual Core Network Slices in 5G Mobile Systems. IEEE J. Sel. Areas Commun. 36 (3) (2018)
Hamed Hellaoui, Oussama Bekkouche, Miloud Bagaa, Tarik Taleb
Aerial Control System for Spectrum Efficiency in UAV-to-Cellular Communications. IEEE Commun. Mag. 56 (10) (2018)
Ilias Benkacem, Tarik Taleb, Miloud Bagaa, Hannu Flinck
Performance benchmark of transcoding as a virtual network function in CDN as a service slicing. WCNC (2018)
Miloud Bagaa, Tarik Taleb, Abdelquoddouss Laghrissi, Adlen Ksentini
Efficient virtual evolved packet core deployment across multiple cloud domains. WCNC (2018)
Miloud Bagaa, Ali Chelli, Djamel Djenouri, Tarik Taleb, Ilangko Balasingham, Kimmo Kansanen
Optimal Placement of Relay Nodes Over Limited Positions in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 16 (4) (2017)
Mohamed Amine Kafi, Jalel Ben-Othman, Abdelraouf Ouadjaout, Miloud Bagaa, Nadjib Badache
REFIACC: Reliable, efficient, fair and interference-aware congestion control protocol for wireless sensor networks. Comput. Commun. 101 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Miloud Bagaa