Aiman Erbad
Orcid: 0000-0001-7565-5253
According to our database1,
Aiman Erbad
authored at least 199 papers
between 2008 and 2024.
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Bibliography
2024
IEEE Internet Things J., April, 2024
Stochastic Geometry-Based Physical-Layer Security Performance Analysis of a Hybrid NOMA-PDM-Based IoT System.
IEEE Internet Things J., January, 2024
Reinforcement Learning for Resilient Aerial-IRS Assisted Wireless Communications Networks in the Presence of Multiple Jammers.
IEEE Open J. Commun. Soc., 2024
Meta Reinforcement Learning for UAV-Assisted Energy Harvesting IoT Devices in Disaster-Affected Areas.
IEEE Open J. Commun. Soc., 2024
CoRR, 2024
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
DRL-APNS: A Deep Reinforcement Learning-Powered Framework for Accurate Predictive Network Slicing Allocation.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
2023
Position-Based Emergency Message Dissemination Schemes in the Internet of Vehicles: A Review.
IEEE Trans. Intell. Transp. Syst., December, 2023
IEEE Internet Things Mag., December, 2023
PBCLR: Prediction-based control-plane load reduction in a software-defined IoT network.
Internet Things, December, 2023
Actor-Aware Self-Supervised Learning for Semi-Supervised Video Representation Learning.
IEEE Trans. Circuits Syst. Video Technol., November, 2023
Optimal Resource Management for Hierarchical Federated Learning Over HetNets With Wireless Energy Transfer.
IEEE Internet Things J., October, 2023
Data-Driven Participant Selection and Bandwidth Allocation for Heterogeneous Federated Edge Learning.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023
IEEE Syst. J., September, 2023
Blockchain-Empowered Resource Allocation in Multi-UAV-Enabled 5G-RAN: A Multi-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Cogn. Commun. Netw., August, 2023
J. Netw. Comput. Appl., July, 2023
To transcode or not? A machine learning based edge video caching and transcoding strategy.
Comput. Electr. Eng., July, 2023
IEEE Trans. Netw. Serv. Manag., June, 2023
Fair Selection of Edge Nodes to Participate in Clustered Federated Multitask Learning.
IEEE Trans. Netw. Serv. Manag., June, 2023
Intelligent-Slicing: An AI-Assisted Network Slicing Framework for 5G-and-Beyond Networks.
IEEE Trans. Netw. Serv. Manag., June, 2023
Comput. Networks, June, 2023
An Efficient Hierarchical Mobile IPv6 Group-Based BU Scheme for Mobile Nodes in IoT Network.
IEEE Internet Things J., May, 2023
Blockchain-Based Resource Trading in Multi-UAV-Assisted Industrial IoT Networks: A Multi-Agent DRL Approach.
IEEE Trans. Netw. Serv. Manag., March, 2023
IEEE Syst. J., March, 2023
Pervasive Mob. Comput., February, 2023
Zero Touch Realization of Pervasive Artificial Intelligence as a Service in 6G Networks.
IEEE Commun. Mag., February, 2023
Clust. Comput., February, 2023
Multiagent Federated Reinforcement Learning for Resource Allocation in UAV-Enabled Internet of Medical Things Networks.
IEEE Internet Things J., 2023
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms.
IEEE Internet Things J., 2023
Reinforcement Learning for Intelligent Healthcare Systems: A Review of Challenges, Applications, and Open Research Issues.
IEEE Internet Things J., 2023
AI-based UAV navigation framework with digital twin technology for mobile target visitation.
Eng. Appl. Artif. Intell., 2023
LLHR: Low Latency and High Reliability CNN Distributed Inference for Resource-Constrained UAV Swarms.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
HDFRL-empowered Energy Efficient Resource Allocation for Aerial MEC-enabled Smart City Cyber Physical System in 6G.
Proceedings of the International Wireless Communications and Mobile Computing, 2023
Proceedings of the International Wireless Communications and Mobile Computing, 2023
Adaptive ResNet Architecture for Distributed Inference in Resource-Constrained IoT Systems.
Proceedings of the International Wireless Communications and Mobile Computing, 2023
REED: Enhanced Resource Allocation and Energy Management in SDN-Enabled Edge Computing-Based Smart Buildings.
Proceedings of the International Wireless Communications and Mobile Computing, 2023
Proceedings of the International Wireless Communications and Mobile Computing, 2023
Achieving Quality of Service and Traffic Equilibrium in Software-Defined IoT Networks.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
Performance Evaluation of Machine Learning-Based Misbehavior Detection Systems in VANETs: A Comprehensive Study.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
A Novel Optimal Wireless Thermal Sensor Placement Approach for Large Commercial Buildings.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
Enhancing Global Model Accuracy: Federated Learning for Imbalanced Medical Image Datasets.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
Proceedings of the IEEE Symposium on Computers and Communications, 2023
Intelligent DRL-Based Adaptive Region of Interest for Delay-Sensitive Telemedicine Applications.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE Global Communications Conference, 2023
Meta Reinforcement Learning for Strategic IoT Deployments Coverage in Disaster-Response UAV Swarms.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Dataset, May, 2022
IEEE Trans. Netw. Sci. Eng., 2022
Optimal User-Edge Assignment in Hierarchical Federated Learning Based on Statistical Properties and Network Topology Constraints.
IEEE Trans. Netw. Sci. Eng., 2022
IEEE Trans. Netw. Sci. Eng., 2022
IEEE Trans. Netw. Sci. Eng., 2022
RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for Low Latency IoT Systems.
IEEE Trans. Netw. Sci. Eng., 2022
Fine-Grained Data Selection for Improved Energy Efficiency of Federated Edge Learning.
IEEE Trans. Netw. Sci. Eng., 2022
Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networks.
IEEE Trans. Cogn. Commun. Netw., 2022
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment.
IEEE Syst. J., 2022
Addressing Challenges of Distance Learning in the Pandemic with Edge Intelligence Enabled Multicast and Caching Solution.
Sensors, 2022
Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization.
IEEE Internet Things J., 2022
LoRa-RL: Deep Reinforcement Learning for Resource Management in Hybrid Energy LoRa Wireless Networks.
IEEE Internet Things J., 2022
3-D Stochastic Geometry-Based Modeling and Performance Analysis of Efficient Security Enhancement Scheme for IoT Systems.
IEEE Internet Things J., 2022
Semi-Supervised Federated Learning Over Heterogeneous Wireless IoT Edge Networks: Framework and Algorithms.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data.
Future Gener. Comput. Syst., 2022
Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence.
IEEE Commun. Surv. Tutorials, 2022
Comput. Commun., 2022
IEEE Access, 2022
Proceedings of the 2022 Wireless Telecommunications Symposium, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022
RL-Assisted Energy-Aware User-Edge Association for IoT-based Hierarchical Federated Learning.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022
Balanced Energy Consumption Based on Historical Participation of Resource-Constrained Devices in Federated Edge Learning.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022
Proceedings of the 5th International Conference on Communications, 2022
Proceedings of the 5th International Conference on Communications, 2022
FDRL Approach for Association and Resource Allocation in Multi-UAV Air-To-Ground IoMT Network.
Proceedings of the IEEE Global Communications Conference, 2022
2021
Active Learning With Noisy Labelers for Improving Classification Accuracy of Connected Vehicles.
IEEE Trans. Veh. Technol., 2021
A Weighted Machine Learning-Based Attacks Classification to Alleviating Class Imbalance.
IEEE Syst. J., 2021
Guest Editorial: Blockchain Envisioned Drones: Realizing 5G-Enabled Flying Automation.
IEEE Netw., 2021
IEEE Internet Things J., 2021
I-SEE: Intelligent, Secure, and Energy-Efficient Techniques for Medical Data Transmission Using Deep Reinforcement Learning.
IEEE Internet Things J., 2021
MEdge-Chain: Leveraging Edge Computing and Blockchain for Efficient Medical Data Exchange.
IEEE Internet Things J., 2021
Motivating Learners in Multi-Orchestrator Mobile Edge Learning: A Stackelberg Game Approach.
CoRR, 2021
CoRR, 2021
Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence.
CoRR, 2021
Reinforcement learning approaches for efficient and secure blockchain-powered smart health systems.
Comput. Networks, 2021
Multicast at Edge: An Edge Network Architecture for Service-Less Crowdsourced Live Video Multicast.
IEEE Access, 2021
Privacy-Preserving Distributed IDS Using Incremental Learning for IoT Health Systems.
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
RL-PDNN: Reinforcement Learning for Privacy-Aware Distributed Neural Networks in IoT Systems.
IEEE Access, 2021
Performance Analysis of PLS key generation-based Secure NOMA-enabled IoT Networks in the presence of Untrusted Users.
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021
Proceedings of the 7th IEEE World Forum on Internet of Things, 2021
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021
UAVs Smart heuristics for Target Coverage and Path Planning Through Strategic Locations.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Efficient Real-Time Image Recognition Using Collaborative Swarm of UAVs and Convolutional Networks.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
Proceedings of the ICC 2021, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Threshold-Based Data Exclusion Approach for Energy-Efficient Federated Edge Learning.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
ONSRA: an Optimal Network Selection and Resource Allocation Framework in multi-RAT Systems.
Proceedings of the ICC 2021, 2021
CAE Adaptive Compression, Transmission Energy and Cost Optimization for m-Health Systems.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021
Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints.
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Patient-Driven Network Selection in multi-RAT Health Systems Using Deep Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2021
Security Performance Analysis of a Health System using Hybrid NOMA-OMA based IoT System.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021
Energy-Efficient Device Assignment and Task Allocation in Multi-Orchestrator Mobile Edge Learning.
Proceedings of the IEEE Global Communications Conference, 2021
Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks.
Proceedings of the IEEE Global Communications Conference, 2021
A Robust Protocol for Smart eHealthcare based on Elliptic Curve Cryptography and Fuzzy logic in IoT.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021
Machine Learning Screening of COVID-19 Patients Based on X-ray Images for Imbalanced Classes.
Proceedings of the 9th European Workshop on Visual Information Processing, 2021
2020
Collaborative hierarchical caching and transcoding in edge network with CE-D2D communication.
J. Netw. Comput. Appl., 2020
To chain or not to chain: A reinforcement learning approach for blockchain-enabled IoT monitoring applications.
Future Gener. Comput. Syst., 2020
RL-OPRA: Reinforcement Learning for Online and Proactive Resource Allocation of crowdsourced live videos.
Future Gener. Comput. Syst., 2020
Future Gener. Comput. Syst., 2020
CoRR, 2020
Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data.
CoRR, 2020
Comput. Secur., 2020
IEEE Access, 2020
TIDCS: A Dynamic Intrusion Detection and Classification System Based Feature Selection.
IEEE Access, 2020
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
CE-D2D: Collaborative and Popularity-aware Proactive Chunks Caching in Edge Networks.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020
Proceedings of the IEEE International Conference on Informatics, 2020
Proceedings of the IEEE International Conference on Informatics, 2020
Proceedings of the IEEE International Conference on Informatics, 2020
Proceedings of the IEEE International Conference on Informatics, 2020
FacebookVideoLive18: A Live Video Streaming Dataset for Streams Metadata and Online Viewers Locations.
Proceedings of the IEEE International Conference on Informatics, 2020
Energy-Efficient Networks Selection Based Deep Reinforcement Learning for Heterogeneous Health Systems.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020
DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems.
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020
2019
Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges.
IEEE Netw., 2019
J. Netw. Comput. Appl., 2019
RF-based drone detection and identification using deep learning approaches: An initiative towards a large open source drone database.
Future Gener. Comput. Syst., 2019
Optimal Virtual Network Function Placement and Resource Allocation in Multi-Cloud Service Function Chaining Architecture.
CoRR, 2019
IEEE Commun. Surv. Tutorials, 2019
The P-ART framework for placement of virtual network services in a multi-cloud environment.
Comput. Commun., 2019
Fault and performance management in multi-cloud virtual network services using AI: A tutorial and a case study.
Comput. Networks, 2019
IEEE Access, 2019
Proceedings of the 18th ACM Workshop on Privacy in the Electronic Society, 2019
A Combined Decision for Secure Cloud Computing Based on Machine Learning and Past Information.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Proactive Video Chunks Caching and Processing for Latency and Cost Minimization in Edge Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
CE-D2D: Dual Framework Chunks Caching and offloading in Collaborative Edge networks with D2D communication.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
Efficient EEG Mobile Edge Computing and Optimal Resource Allocation for Smart Health Applications.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019
HYPER-VINES: A HYbrid Learning Fault and Performance Issues ERadicator for Virtual NEtwork Services over Multi-Cloud Systems.
Proceedings of the International Conference on Computing, Networking and Communications, 2019
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019
QoE-Aware Resource Allocation for Crowdsourced Live Streaming: A Machine Learning Approach.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
J. Netw. Comput. Appl., 2018
Trans. Emerg. Telecommun. Technol., 2018
When A Small Leak Sinks A Great Ship: Deanonymizing Tor Hidden Service Users Through Bitcoin Transactions Analysis.
CoRR, 2018
Efficient virtual network function placement strategies for Cloud Radio Access Networks.
Comput. Commun., 2018
Potentials, trends, and prospects in edge technologies: Fog, cloudlet, mobile edge, and micro data centers.
Comput. Networks, 2018
Comput. Electr. Eng., 2018
Convolutional Autoencoder Approach for EEG Compression and Reconstruction in m-Health Systems.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018
2017
Fault and performance management in multi-cloud based NFV using shallow and deep predictive structures.
J. Reliab. Intell. Environ., 2017
Optimal virtual network function placement in multi-cloud service function chaining architecture.
Comput. Commun., 2017
IEEE Access, 2017
Proceedings of the IEEE International Conference on Communications, 2017
Impact of Multiple Video Representations in Live Streaming: A Cost, Bandwidth, and QoE Analysis.
Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017
Proceedings of the Second International Conference on Fog and Mobile Edge Computing, 2017
Proceedings of the Second International Conference on Fog and Mobile Edge Computing, 2017
Machine Learning for Anomaly Detection and Categorization in Multi-Cloud Environments.
Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017
COLAP: A predictive framework for service function chain placement in a multi-cloud environment.
Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017
2016
2015
Multi-cloud Distribution of Virtual Functions and Dynamic Service Deployment: Open ADN Perspective.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015
2014
Proceedings of International Workshop on Massively Multiuser Virtual Environments, 2014
SAIS: Smartphone Augmented Infrastructure Sensing for Public Safety and Sustainability in Smart Cities.
Proceedings of the 1st International Workshop on Emerging Multimedia Applications and Services for Smart Cities, 2014
2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
2010
Proceedings of the First Annual ACM SIGMM Conference on Multimedia Systems, 2010
2008
Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 2008