Zubair Md. Fadlullah
Orcid: 0000-0002-4785-2425
According to our database1,
Zubair Md. Fadlullah
authored at least 145 papers
between 2007 and 2024.
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Bibliography
2024
Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems.
IEEE Internet Things J., May, 2024
Robust Deep Learning-Based Secret Key Generation in Dynamic LiFi Networks Against Concept Drift.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
FedSafe-No KDC Needed: Decentralized Federated Learning with Enhanced Security and Efficiency.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024
2023
Wirel. Pers. Commun., March, 2023
Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems.
Sensors, 2023
On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities.
IEEE Netw., 2023
An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation.
IEEE Access, 2023
IEEE Access, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
On Enhancing WiGig Communications With A UAV-Mounted RIS System: A Contextual Multi-Armed Bandit Approach.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
PC-SSL: Peer-Coordinated Sequential Split Learning for Intelligent Traffic Analysis in mmWave 5G Networks.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Automated EEG Epileptic Seizure Detection Exploiting Continuous Morlet Wavelet Transform Scalograms and Hybrid Deep Learning Models.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2023
Communication-Efficient Privacy-Preserving Federated Learning via Knowledge Distillation for Human Activity Recognition Systems.
Proceedings of the IEEE International Conference on Communications, 2023
A Dual-Objective Bandit-Based Opportunistic Band Selection Strategy for Hybrid-Band V2X Metaverse Content Update.
Proceedings of the IEEE Global Communications Conference, 2023
Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems.
Proceedings of the IEEE Global Communications Conference, 2023
Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System.
Proceedings of the IEEE Global Communications Conference, 2023
Moreau Envelopes-Based Personalized Asynchronous Federated Learning: Improving Practicality in Network Edge Intelligence.
Proceedings of the IEEE Global Communications Conference, 2023
Benchmarking the User-Centric Clustering and Pilot Assignment Problems in Cell-Free Networks.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Guest Editorial: Smart, Optimal, and Explainable Orchestration of Network Slices in 5G and Beyond Networks.
IEEE Wirel. Commun., 2022
IEEE Trans. Veh. Technol., 2022
HCP: Heterogeneous Computing Platform for Federated Learning Based Collaborative Content Caching Towards 6G Networks.
IEEE Trans. Emerg. Top. Comput., 2022
Optimizing Packet Forwarding Performance in Multiband Relay Networks via Customized Reinforcement Learning.
IEEE Open J. Commun. Soc., 2022
A Lightweight Hierarchical AI Model for UAV-Enabled Edge Computing with Forest-Fire Detection Use-Case.
IEEE Netw., 2022
Energy-Aware Hybrid RF-VLC Multiband Selection in D2D Communication: A Stochastic Multiarmed Bandit Approach.
IEEE Internet Things J., 2022
Balancing QoS and Security in the Edge: Existing Practices, Challenges, and 6G Opportunities With Machine Learning.
IEEE Commun. Surv. Tutorials, 2022
A lightweight federated learning based privacy preserving B5G pandemic response network using unmanned aerial vehicles: A proof-of-concept.
Comput. Networks, 2022
IEEE Access, 2022
Deep Learning Models for Magnetic Cardiography Edge Sensors Implementing Noise Processing and Diagnostics.
IEEE Access, 2022
Efficient Wireless Network Slicing in 5G Networks: An Asynchronous Federated Learning Approach.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
A Two-Step Machine Learning Model for Stage-Specific Disease Survivability Prediction.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022
Proceedings of the 11th International Conference on Operations Research and Enterprise Systems, 2022
Proceedings of the IEEE International Conference on Communications, 2022
On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach.
Proceedings of the IEEE International Conference on Communications, 2022
MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health.
Proceedings of the IEEE International Conference on Communications, 2022
2021
Sleeping Contextual/Non-Contextual Thompson Sampling MAB for mmWave D2D Two-Hop Relay Probing.
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Green Commun. Netw., 2021
An Intelligent Route Computation Approach Based on Real-Time Deep Learning Strategy for Software Defined Communication Systems.
IEEE Trans. Emerg. Top. Comput., 2021
IEEE Netw., 2021
On Smart IoT Remote Sensing over Integrated Terrestrial-Aerial-Space Networks: An Asynchronous Federated Learning Approach.
IEEE Netw., 2021
Joint Provisioning of QoS and Security in IoD Networks: Classical Optimization Meets AI.
IEEE Internet Things Mag., 2021
An Efficient and Lightweight Predictive Channel Assignment Scheme for Multiband B5G-Enabled Massive IoT: A Deep Learning Approach.
IEEE Internet Things J., 2021
IEEE Access, 2021
A Proof-of-Concept of Ultra-Edge Smart IoT Sensor: A Continuous and Lightweight Arrhythmia Monitoring Approach.
IEEE Access, 2021
IEEE Access, 2021
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021
On Optimal Scheduling of OTA Software Updates for Smart Vehicles Leveraging Fog Computing.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021
On Energy-Efficient UAV Route Scheduling to Offload Health Data from Under-Served Rural Communities.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021
A Systematic Comparison of Traditional and Hybrid AI Models for NHANES Big Data Analytics.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021
On COVID-19 Prediction Using Asynchronous Federated Learning-Based Agile Radiograph Screening Booths.
Proceedings of the ICC 2021, 2021
Noise-Removal from Spectrally-Similar Signals Using Reservoir Computing for MCG Monitoring.
Proceedings of the ICC 2021, 2021
Improved UCB-based Energy-Efficient Channel Selection in Hybrid-Band Wireless Communication.
Proceedings of the IEEE Global Communications Conference, 2021
2020
ST-DeLTA: A Novel Spatial-Temporal Value Network Aided Deep Learning Based Intelligent Network Traffic Control System.
IEEE Trans. Sustain. Comput., 2020
IEEE Internet Things Mag., 2020
Centralized Versus Heuristic-Based Distributed Channel Allocation to Minimize Packet Transmission Delay for Multiband Relay Networks.
IEEE Netw. Lett., 2020
DL-CRC: Deep Learning-Based Chest Radiograph Classification for COVID-19 Detection: A Novel Approach.
IEEE Access, 2020
Migrating Intelligence from Cloud to Ultra-Edge Smart IoT Sensor Based on Deep Learning: An Arrhythmia Monitoring Use-Case.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020
PMBFE: Efficient and Privacy-Preserving Monitoring and Billing Using Functional Encryption for AMI Networks.
Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020
A Rigorous Analysis of Biomedical Edge Computing: An Arrhythmia Classification Use-Case Leveraging Deep Learning.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2020
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
2019
IEEE Wirel. Commun., 2019
Multi-Hop Wireless Transmission in Multi-Band WLAN Systems: Proposal and Future Perspective.
IEEE Wirel. Commun., 2019
IEEE Trans. Emerg. Top. Comput., 2019
An Absorbing Markov Chain Based Model to Solve Computation and Communication Tradeoff in GPU-Accelerated MDRUs for Safety Confirmation in Disaster Scenarios.
IEEE Trans. Computers, 2019
Value Iteration Architecture Based Deep Learning for Intelligent Routing Exploiting Heterogeneous Computing Platforms.
IEEE Trans. Computers, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
2018
On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control.
IEEE Wirel. Commun., 2018
IEEE Wirel. Commun., 2018
Characterizing Flow, Application, and User Behavior in Mobile Networks: A Framework for Mobile Big Data.
IEEE Wirel. Commun., 2018
A Novel Non-Supervised Deep-Learning-Based Network Traffic Control Method for Software Defined Wireless Networks.
IEEE Wirel. Commun., 2018
AC-POCA: Anticoordination Game Based Partially Overlapping Channels Assignment in Combined UAV and D2D-Based Networks.
IEEE Trans. Veh. Technol., 2018
IEEE Trans. Emerg. Top. Comput., 2018
A Deep-Learning-Based Radio Resource Assignment Technique for 5G Ultra Dense Networks.
IEEE Netw., 2018
An Intelligent Traffic Load Prediction-Based Adaptive Channel Assignment Algorithm in SDN-IoT: A Deep Learning Approach.
IEEE Internet Things J., 2018
On Intelligent Traffic Control for Large-Scale Heterogeneous Networks: A Value Matrix-Based Deep Learning Approach.
IEEE Commun. Lett., 2018
On a Novel Deep-Learning-Based Intelligent Partially Overlapping Channel Assignment in SDN-IoT.
IEEE Commun. Mag., 2018
On Delay-Sensitive Healthcare Data Analytics at the Network Edge Based on Deep Learning.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018
Deep Spatiotemporal Partially Overlapping Channel Allocation: Joint CNN and Activity Vector Approach.
Proceedings of the IEEE Global Communications Conference, 2018
2017
The Deep Learning Vision for Heterogeneous Network Traffic Control: Proposal, Challenges, and Future Perspective.
IEEE Wirel. Commun., 2017
GT-QoSec: A Game-Theoretic Joint Optimization of QoS and Security for Differentiated Services in Next Generation Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2017
Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning.
IEEE Trans. Computers, 2017
A Survey on Network Methodologies for Real-Time Analytics of Massive IoT Data and Open Research Issues.
IEEE Commun. Surv. Tutorials, 2017
State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's Intelligent Network Traffic Control Systems.
IEEE Commun. Surv. Tutorials, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
Joint optimization of QoS and security for differentiated applications in heterogeneous networks.
IEEE Wirel. Commun., 2016
DAPA: Capacity Optimization in Wireless Networks Through a Combined Design of Density of Access Points and Partially Overlapped Channel Allocation.
IEEE Trans. Veh. Technol., 2016
Bringing movable and deployable networks to disaster areas: development and field test of MDRU.
IEEE Netw., 2016
A dynamic trajectory control algorithm for improving the communication throughput and delay in UAV-aided networks.
IEEE Netw., 2016
Energy Consumption Minimization for FiWi Enhanced LTE-A HetNets with UE Connection Constraint.
IEEE Commun. Mag., 2016
Proceedings of the IEEE International Conference on Network Infrastructure and Digital Content, 2016
2015
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-25391-6, 2015
A cloud radio access network with power over fiber toward 5G networks: QoE-guaranteed design and operation.
IEEE Wirel. Commun., 2015
Toward Fair Maximization of Energy Efficiency in Multiple UAS-Aided Networks: A Game-Theoretic Methodology.
IEEE Trans. Wirel. Commun., 2015
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
2014
An efficient method for minimizing energy consumption of user equipment in storage-embedded heterogeneous networks.
IEEE Wirel. Commun., 2014
GT-CFS: A Game Theoretic Coalition Formulation Strategy for Reducing Power Loss in Micro Grids.
IEEE Trans. Parallel Distributed Syst., 2014
Traffic Pattern-Based Content Leakage Detection for Trusted Content Delivery Networks.
IEEE Trans. Parallel Distributed Syst., 2014
IEEE Syst. J., 2014
IEEE J. Sel. Areas Commun., 2014
Prospects and challenges of context-aware multimedia content delivery in cooperative satellite and terrestrial networks.
IEEE Commun. Mag., 2014
Joint design of density of access points and partially overlapped channel assignment for capacity optimization in wireless networks.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
On joint optimal placement of access points and partially overlapping channel assignment for wireless networks.
Proceedings of the IEEE Global Communications Conference, 2014
2013
Cooperative QoS Control Scheme Based on Scheduling Information in FiWi Access Network.
IEEE Trans. Emerg. Top. Comput., 2013
Disaster-resilient networking: a new vision based on movable and deployable resource units.
IEEE Netw., 2013
Intrusion detection system (IDS) for combating attacks against cognitive radio networks.
IEEE Netw., 2013
IEEE Intell. Syst., 2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Characterizing the Impact of Non-uniform Deployment of APs on Network Performance under Partially Overlapped Channels.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2013
Proceedings of the International Conference on Computing, Networking and Communications, 2013
2012
A Novel P2P VoD Streaming Technique Integrating Localization and Congestion Awareness Strategies.
Mob. Networks Appl., 2012
On the Partially Overlapped Channel Assignment on Wireless Mesh Network Backbone: A Game Theoretic Approach.
IEEE J. Sel. Areas Commun., 2012
Proceedings of IEEE International Conference on Communications, 2012
Proceedings of the 2012 IEEE Global Communications Conference, 2012
2011
IEEE Trans. Smart Grid, 2011
A Novel Scheme for WSAN Sink Mobility Based on Clustering and Set Packing Techniques.
IEEE Trans. Autom. Control., 2011
IEEE Netw., 2011
J. Netw. Comput. Appl., 2011
IEEE Commun. Mag., 2011
Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011
2010
DTRAB: Combating Against Attacks on Encrypted Protocols Through Traffic-Feature Analysis.
IEEE/ACM Trans. Netw., 2010
IEEE Syst. J., 2010
Proceedings of the Global Communications Conference, 2010
2009
Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, 2009
Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, 2009
Exploring the security requirements for quality of service in combined wired and wireless networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, 2009
Proceedings of IEEE International Conference on Communications, 2009
2007
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007
Proceedings of IEEE International Conference on Communications, 2007