Miloud Bagaa

Orcid: 0000-0001-5280-3276

According to our database1, Miloud Bagaa authored at least 143 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Enhancing Autonomous Driving Navigation Using Soft Actor-Critic.
Future Internet, July, 2024

Multi-Agent Deep Reinforcement Learning to Enable Dynamic TDD in a Multi-Cell Environment.
IEEE Trans. Mob. Comput., May, 2024

Resource Allocation for LoRaWAN Network Slicing: Multi-Armed Bandit-based Approaches.
Internet Things, 2024

Quantum Entropy and Reinforcement Learning for Distributed Denial of Service Attack Detection in Smart Grid.
IEEE Access, 2024

Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions.
IEEE Access, 2024

Asynchronous Time-Sensitive Networking (TSN) Implementation in Automotive Zone-Based Architecture.
Proceedings of the IEEE Latin-American Conference on Communications, 2024

Case study of WebAssembly Runtimes for AI Applications on the Edge.
Proceedings of the Global Information Infrastructure and Networking Symposium, 2024

2023
Energy efficient resource allocation for re-configurable intelligent surface-assisted wireless networks.
EURASIP J. Wirel. Commun. Netw., December, 2023

Optimal radio resource management in 5G NR featuring network slicing.
Comput. Networks, October, 2023

On Supporting Multiservices in UAV-Enabled Aerial Communication for Internet of Things.
IEEE Internet Things J., August, 2023

Optimization of Flow Allocation in Asynchronous Deterministic 5G Transport Networks by Leveraging Data Analytics.
IEEE Trans. Mob. Comput., March, 2023

Machine Learning for Service Migration: A Survey.
IEEE Commun. Surv. Tutorials, 2023

Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

DPFTT: Distributed Particle Filter for Target Tracking in the Internet of Things.
Proceedings of the 12th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, 2023

On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RAN.
Proceedings of the NOMS 2023, 2023

A Reinforcement Learning Based Approach for Controlling Autonomous Vehicles in Complex Scenarios.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

Heuristic-Deep Q-Network-Based Network Slicing in LoRaWAN.
Proceedings of the IEEE International Conference on Communications, 2023

Federated Deep Reinforcement Learning-Based Task Offloading System in Edge Computing Environment.
Proceedings of the IEEE Global Communications Conference, 2023

RAP-G: Reliability-aware service placement using genetic algorithm for deep edge computing.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
Toward Enabling Network Slice Mobility to Support 6G System.
IEEE Trans. Wirel. Commun., 2022

QoS and Resource-Aware Security Orchestration and Life Cycle Management.
IEEE Trans. Mob. Comput., 2022

Deep-Reinforcement-Learning-Based Collision Avoidance in UAV Environment.
IEEE Internet Things J., 2022

On enabling 5G dynamic TDD by leveraging deep reinforcement learning and O-RAN: demo.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022

An Efficient Allocation System for Centralized Network Slicing in LoRaWan.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Semi-invertible Convolutional Neural Network for Overall Survival Prediction in Head and Neck Cancer.
Proceedings of the IEEE International Conference on Communications, 2022

Radio Resource Management in Multi-numerology 5G New Radio featuring Network Slicing.
Proceedings of the IEEE International Conference on Communications, 2022

Relay-based Network Architectures for Collaborative Virtual Reality Applications.
Proceedings of the IEEE Global Communications Conference, 2022

On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC services.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Immersive Services over 5G and Beyond Mobile Systems.
IEEE Netw., 2021

mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario.
IEEE Netw., 2021

Symmetry-Aware SFC Framework for 5G Networks.
IEEE Netw., 2021

AI-Based Resource Management in Beyond 5G Cloud Native Environment.
IEEE Netw., 2021

Collaborative Cross System AI: Toward 5G System and Beyond.
IEEE Netw., 2021

Toward a Real Deployment of Network Services Orchestration and Configuration Convergence Framework for 5G Network Slices.
IEEE Netw., 2021

Hierarchical Multi-Agent Deep Reinforcement Learning for SFC Placement on Multiple Domains.
Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

On using Deep Reinforcement Learning for Multi-Domain SFC placement.
Proceedings of the IEEE Global Communications Conference, 2021

Self-optimized network: When Machine Learning Meets Optimization.
Proceedings of the IEEE Global Communications Conference, 2021

Radio Link Failure Prediction in 5G Networks.
Proceedings of the IEEE Global Communications Conference, 2021

On using Deep Reinforcement Learning to dynamically derive 5G New Radio TDD pattern.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Joint Sub-Carrier and Power Allocation for Efficient Communication of Cellular UAVs.
IEEE Trans. Wirel. Commun., 2020

On SDN-Driven Network Optimization and QoS Aware Routing Using Multiple Paths.
IEEE Trans. Wirel. Commun., 2020

A Complete LTE Mathematical Framework for the Network Slice Planning of the EPC.
IEEE Trans. Mob. Comput., 2020

Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System.
IEEE Trans. Mob. Comput., 2020

Optimization Model for Cross-Domain Network Slices in 5G Networks.
IEEE Trans. Mob. Comput., 2020

Semantic-Aware Security Orchestration in SDN/NFV-Enabled IoT Systems.
Sensors, 2020

A Service-Based Architecture for Enabling UAV Enhanced Network Services.
IEEE Netw., 2020

Network Slice Mobility in Next Generation Mobile Systems: Challenges and Potential Solutions.
IEEE Netw., 2020

Fast Service Migration in 5G Trends and Scenarios.
IEEE Netw., 2020

A Machine Learning Security Framework for Iot Systems.
IEEE Access, 2020

UAV Communication Strategies in the Next Generation of Mobile Networks.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

LEARNET: Reinforcement Learning Based Flow Scheduling for Asynchronous Deterministic Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Latency-aware Service Placement and Live Migrations in 5G and Beyond Mobile Systems.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers Scheme.
Proceedings of the IEEE Global Communications Conference, 2020

QoS and Resource aware Security Orchestration System.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Trust-Based Video Management Framework for Social Multimedia Networks.
IEEE Trans. Multim., 2019

Orchestrating 5G Network Slices to Support Industrial Internet and to Shape Next-Generation Smart Factories.
IEEE Netw., 2019

Network Slicing-Based Customization of 5G Mobile Services.
IEEE Netw., 2019

Energy and Delay Aware Task Assignment Mechanism for UAV-Based IoT Platform.
IEEE Internet Things J., 2019

Assessing Lightweight Virtualization for Security-as-a-Service at the Network Edge.
IEICE Trans. Commun., 2019

A Fuzzy Logic-based Mechanism for An Efficient Cloud Resource Planning.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Towards Efficient Control of Mobile Network-Enabled UAVs.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Closed-Form Expression for the Resources Dimensioning of Softwarized Network Services.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Ensuring High QoE for DASH-Based Clients Using Deterministic Network Calculus in SDN Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Efficient Steering Mechanism for Mobile Network-Enabled UAVs.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Toward a UTM-Based Service Orchestration for UAVs in MEC-NFV Environment.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Towards Studying Service Function Chain Migration Patterns in 5G Networks and Beyond.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Constraint Hubs Deployment for Efficient Machine-Type Communications.
IEEE Trans. Wirel. Commun., 2018

Conformal Mapping for Optimal Network Slice Planning Based on Canonical Domains.
IEEE J. Sel. Areas Commun., 2018

Optimal VNFs Placement in CDN Slicing Over Multi-Cloud Environment.
IEEE J. Sel. Areas Commun., 2018

Coalitional Game for the Creation of Efficient Virtual Core Network Slices in 5G Mobile Systems.
IEEE J. Sel. Areas Commun., 2018

Aerial Control System for Spectrum Efficiency in UAV-to-Cellular Communications.
IEEE Commun. Mag., 2018

Canonical domains for optimal network slice planning.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Virtual security as a service for 5G verticals.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Performance benchmark of transcoding as a virtual network function in CDN as a service slicing.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Efficient virtual evolved packet core deployment across multiple cloud domains.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Scheduled Communications in Next Generationmobile Networks.
Proceedings of the IEEE Global Communications Conference, 2018

A Queuing Based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane.
Proceedings of the IEEE Global Communications Conference, 2018

Towards Mitigating the Impact of UAVs on Cellular Communications.
Proceedings of the IEEE Global Communications Conference, 2018

Integrated ICN and CDN Slice as a Service.
Proceedings of the IEEE Global Communications Conference, 2018

UAVs Traffic Control Based on Multi-Access Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2018

Towards Modeling Cross-Domain Network Slices for 5G.
Proceedings of the IEEE Global Communications Conference, 2018

MIRA!: An SDN-Based Framework for Cross-Domain Fast Migration of Ultra-Low Latency 5G Services.
Proceedings of the IEEE Global Communications Conference, 2018

Benchmarking the ONOS Intent Interfaces to Ease 5G Service Management.
Proceedings of the IEEE Global Communications Conference, 2018

Lightweight Virtualization Based Security Framework for Network Edge.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

Towards a Fast Service Migration in 5G.
Proceedings of the 2018 IEEE Conference on Standards for Communications and Networking, 2018

2017
Optimal Placement of Relay Nodes Over Limited Positions in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2017

Energy-Aware Constrained Relay Node Deployment for Sustainable Wireless Sensor Networks.
IEEE Trans. Sustain. Comput., 2017

End-to-end Network Slicing for 5G Mobile Networks.
J. Inf. Process., 2017

Towards 5G Network Slicing over Multiple-Domains.
IEICE Trans. Commun., 2017

REFIACC: Reliable, efficient, fair and interference-aware congestion control protocol for wireless sensor networks.
Comput. Commun., 2017

UAV-Based IoT Platform: A Crowd Surveillance Use Case.
IEEE Commun. Mag., 2017

Efficient clock synchronization for clustered wireless sensor networks.
Ad Hoc Networks, 2017

Content delivery network slicing: QoE and cost awareness.
Proceedings of the IEEE International Conference on Communications, 2017

Cost aware caching and streaming scheduling for efficient cloud based TV.
Proceedings of the IEEE International Conference on Communications, 2017

Connection steering mechanism between mobile networks for reliable UAV's IoT platform.
Proceedings of the IEEE International Conference on Communications, 2017

QoE estimation-based server benchmarking for virtual video delivery platform.
Proceedings of the IEEE International Conference on Communications, 2017

Optimizing service replication for mobile delay-sensitive applications in 5G edge network.
Proceedings of the IEEE International Conference on Communications, 2017

Efficient Transcoding and Streaming Mechanism in Multiple Cloud Domains.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Towards Edge Slicing: VNF Placement Algorithms for a Dynamic & Realistic Edge Cloud Environment.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Ensuring End-to-End QoS Based on Multi-Paths Routing Using SDN Technology.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Markov Decision Process-Based Collision Avoidance in IoT Applications.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

End-to-end network slicing enabled through network function virtualization.
Proceedings of the IEEE Conference on Standards for Communications and Networking, 2017

2016
One-Step Approach for Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks.
IEEE Wirel. Commun. Lett., 2016

Efficient Tracking Area Management Framework for 5G Networks.
IEEE Trans. Wirel. Commun., 2016

Synchronization Protocols and Implementation Issues in Wireless Sensor Networks: A Review.
IEEE Syst. J., 2016

An efficient D2D-based strategies for machine type communications in 5G mobile systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Cost-efficient data aggregation schemes for Small Cell Networks.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

On using bargaining game for Optimal Placement of SDN controllers.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

UAV Selection for a UAV-Based Integrative IoT Platform.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

On Using SDN in 5G: The Controller Placement Problem.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Energy Harvesting Aware Minimum Spanning Tree for Survivable WSN with Minimum Relay Node Addition.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Dynamic Cloud Resource Scheduling in Virtualized 5G Mobile Systems.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Distributed Low-Latency Data Aggregation Scheduling in Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2015

CCS_WHMS: A Congestion Control Scheme for Wearable Health Management System.
J. Medical Syst., 2015

Contribution to the Optimization of Data Aggregation Scheduling in Wireless Sensor Networks.
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015

User mobility-aware Virtual Network Function placement for Virtual 5G Network Infrastructure.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Energy harvesting aware relay node addition for power-efficient coverage in wireless sensor networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Optimal Strategies for Data Aggregation Scheduling in Wireless Sensor Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Data Aggregation Tree Construction Strategies for Increasing Network Lifetime in EH-WSN.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Efficient Tracking Area Management in Carrier Cloud.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

A variant of connected dominating set in unit disk graphs for applications in communication networks.
Proceedings of the IEEE International Conference on Electro/Information Technology, 2015

2014
Reliable multi-channel scheduling for timely dissemination of aggregated data in wireless sensor networks.
J. Netw. Comput. Appl., 2014

Data Aggregation Scheduling Algorithms in Wireless Sensor Networks: Solutions and Challenges.
IEEE Commun. Surv. Tutorials, 2014

Intertwined path formation and MAC scheduling for fast delivery of aggregated data in WSN.
Comput. Networks, 2014

Implementation of high precision synchronization protocols in wireless sensor networks.
Proceedings of the 23rd Wireless and Optical Communication Conference, 2014

Intertwined medium access scheduling of upstream and downstream traffic in wireless sensor networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Service-aware network function placement for efficient traffic handling in carrier cloud.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Effective handling of spreading events using wireless sensor and actuator networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

An efficient clock synchronization protocol for wireless sensor networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Poster abstract: static analysis of device drivers in TinyOS.
Proceedings of the IPSN'14, 2014

DZ50: Energy-efficient Wireless Sensor Mote Platform for Low Data Rate Applications.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

Interference-aware Congestion Control Protocol for Wireless Sensor Networks.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

SMART: Secure Multi-pAths Routing for wireless sensor neTworks.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 13th International Conference, 2014

2013
Multi-path multi-channel data aggregation scheduling in wireless sensor networks.
Proceedings of the IFIP Wireless Days, 2013

Efficient data aggregation scheduling in wireless sensor networks with multi-channel links.
Proceedings of the 16th ACM International Conference on Modeling, 2013

Efficient multi-path data aggregation scheduling in wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2013

2012
Efficient data aggregation with in-network integrity control for WSN.
J. Parallel Distributed Comput., 2012

Half-Symmetric Lens based localization algorithm for wireless sensor networks.
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012

Semi-structured and unstructured data aggregation scheduling in wireless sensor networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011
Secure and efficient disjoint multipath construction for fault tolerant routing in wireless sensor networks.
J. Netw. Comput. Appl., 2011

2008
SEIF: Secure and Efficient Intrusion-Fault Tolerant Routing Protocol for Wireless Sensor Networks.
Proceedings of the The Third International Conference on Availability, 2008

2007
SEDAN: Secure and Efficient protocol for Data Aggregation in wireless sensor Networks.
Proceedings of the 32nd Annual IEEE Conference on Local Computer Networks (LCN 2007), 2007


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