Abbas Bradai

Orcid: 0000-0002-6809-4897

According to our database1, Abbas Bradai authored at least 64 papers between 2011 and 2024.

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

Timeline

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Bibliography

2024
A Hybrid LSTM-Autoencoder Based Approach for Network Anomaly Detection System in IoT Environments.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Differentiated QoS DDPG-based Slicing and Drone Positioning for Next Generation Networks.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

FPGA implementation of Chaotic pseudo-random number generator for cryptographic applications.
Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

2023
Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach.
IEEE Trans. Intell. Transp. Syst., December, 2023

PSCS-Net: Perception Optimized Image Reconstruction Network for Autonomous Driving Systems.
IEEE Trans. Intell. Transp. Syst., February, 2023

Modeling of Noise due to a Plasma-Based Contactless Power Transmission System for Ultra-High-Speed Transportation.
Proceedings of the Ubiquitous Networking - 9th International Symposium, 2023

ChatGPT backend: A comprehensive analysis.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023

PSLP-5G: A Provably Secure and Lightweight Protocol for 5G Communication.
Proceedings of the IEEE International Conference on Communications, 2023

Enhancing Channel Estimation in High Mobility OTFS Systems: A Novel Pilot-Based Method Exploiting Doppler Axis Diversity in a TransPod Transportation System.
Proceedings of the IEEE Global Communications Conference, 2023

Distributed Teacher-Student Framework for QoS Routing in SDN.
Proceedings of the IEEE Globecom Workshops 2023, 2023

Dual-Path Image Reconstruction: Bridging Vision Transformer and Perceptual Compressive Sensing Networks.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022
Deep reinforcement learning techniques for vehicular networks: Recent advances and future trends towards 6G.
Veh. Commun., 2022

On the Spectral Efficiency of LoRa Networks: Performance Analysis, Trends and Optimal Points of Operation.
IEEE Trans. Commun., 2022

Deep Reinforcement Learning based Resource Allocation in Dense Sliced LoRaWAN Networks.
Proceedings of the IEEE International Conference on Consumer Electronics, 2022

Coverage Probability and Spectral Efficiency Analysis of Multi-Gateway Downlink LoRa Networks.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Energy Efficiency Analysis of LoRa Networks.
IEEE Wirel. Commun. Lett., 2021

Deep Federated Q-Learning-Based Network Slicing for Industrial IoT.
IEEE Trans. Ind. Informatics, 2021

Joint slice-based spreading factor and transmission power optimization in LoRa smart city networks.
Internet Things, 2021

In-Depth Performance Evaluation of Network Slicing Strategies in Large Scale Industry 4.0.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020
Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0.
IEEE Trans. Ind. Informatics, 2020

Software-Defined Networking (SDN) and Network Function Virtualization (NFV) for a Hyperconnected World: Challenges, Applications, and Major Advancements.
J. Netw. Syst. Manag., 2020

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications.
Internet Things, 2020

Learning-Based IoT Data Aggregation for Disaster Scenarios.
IEEE Access, 2020

Blockchain-based IoT platform for autonomous drone operations management.
Proceedings of the DroneCom '20: Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, 2020

A New Closed-Form Expression of the Coverage Probability for Different QoS in LoRa Networks.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Distributed Q-learning based-Decentralized Resource Allocation for Future Wireless Networks.
Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019
MobQoS: Mobility-Aware and QoS-Driven SDN Framework for Autonomous Vehicles.
IEEE Wirel. Commun., 2019

Single and Multi-Domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding.
IEEE Trans. Netw. Serv. Manag., 2019

Distributed Network Slicing in Large Scale IoT Based on Coalitional Multi-Game Theory.
IEEE Trans. Netw. Serv. Manag., 2019

Joint Energy and QoS-Aware Memetic-Based Scheduling for M2M Communications in LTE-M.
IEEE Trans. Emerg. Top. Comput. Intell., 2019

A Survey of Localization Systems in Internet of Things.
Mob. Networks Appl., 2019

Adaptive dynamic network slicing in LoRa networks.
Future Gener. Comput. Syst., 2019

A new fuzzy logic based node localization mechanism for Wireless Sensor Networks.
Future Gener. Comput. Syst., 2019

Network Slicing Optimization in Large Scale LoRa Wide Area Networks.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach.
Proceedings of the IEEE INFOCOM 2019, 2019

2018
Design and experimental implementation of monitoring system in wireless sensor networks.
IET Wirel. Sens. Syst., 2018

Localization and Energy-Efficient Data Routing for Unmanned Aerial Vehicles: Fuzzy-Logic-Based Approach.
IEEE Commun. Mag., 2018

A<sup>2</sup>VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks.
Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

QAAV: Quality of Service-Aware Adaptive Allocation of Virtual Network Functions in Wireless Network.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Trade-offs in Cache-enabled Mobile Networks.
Proceedings of the 14th International Conference on Network and Service Management, 2018

Dynamic Network Slicing for LoRaWAN.
Proceedings of the 14th International Conference on Network and Service Management, 2018

2017
A novel intelligent mechanism for monitoring in wireless sensor networks.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Scheduling optimization for M2M communications in LTE-M.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Energy-Saving Performance of an Improved DV-Hop Localization Algorithm for Wireless Sensor Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Scheduling Wireless Virtual Networks Functions.
IEEE Trans. Netw. Serv. Manag., 2016

In depth performance evaluation of LTE-M for M2M communications.
Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016

SWAN: Base-band units placement over reconfigurable wireless front-hauls.
Proceedings of the 12th International Conference on Network and Service Management, 2016

2015
EMCOS: Energy-efficient Mechanism for Multimedia Streaming over Cognitive Radio Sensor Networks.
Pervasive Mob. Comput., 2015

Dynamic anchor points selection for mobility management in Software Defined Networks.
J. Netw. Comput. Appl., 2015

Cellular software defined networking: a framework.
IEEE Commun. Mag., 2015

Virtual Network Function Orchestration with Scylla.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Clustering in cognitive radio for multimedia streaming over wireless Sensor networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Virtual network functions orchestration in wireless networks.
Proceedings of the 11th International Conference on Network and Service Management, 2015

2014
ViCoV: Efficient video streaming for cognitive radio VANET.
Veh. Commun., 2014

An efficient playout smoothing mechanism for layered streaming in P2P networks.
Peer-to-Peer Netw. Appl., 2014

Efficient content delivery scheme for layered video streaming in large-scale networks.
J. Netw. Comput. Appl., 2014

QoE assessment for SVC streaming in ENVISION.
CoRR, 2014

ReViV: Selective Rebroadcast Mechanism for Video Streaming over VANET.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

Enhancing content dissemination for ad hoc cognitive radio.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

2013
QoE assessment for SVC live distribution and adaptation: ENVISION case study.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

2012
On the optimal scheduling in pull-based real-time P2P streaming systems: Layered and non-layered streaming.
Proceedings of IEEE International Conference on Communications, 2012

Differenciated bandwidth allocation in P2P layered streaming.
Proceedings of the 17th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2012

2011
An efficient algorithm for selection and management of Island multicast.
Proceedings of the 2011 IEEE Consumer Communications and Networking Conference, 2011


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