Hatem Abou-Zeid

IEEE J. Sel. Areas Commun., February, 2024

Advancing IIoT with Over-the-Air Federated Learning: The Role of Iterative Magnitude Pruning.

[BibT_eX]

[DOI]

Fazal Muhammad Ali Khan

Aryan Kaushik

Syed Ali Hassan

CoRR, 2024

2023

Intelligent Resource Allocation for Grant-Free Access: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Netw. Lett., September, 2023

Accelerating Reinforcement Learning via Predictive Policy Transfer in 6G RAN Slicing.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., June, 2023

Delay-Tolerant OCO With Long-Term Constraints: Algorithm and Its Application to Network Resource Allocation.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., February, 2023

Toward Safe and Accelerated Deep Reinforcement Learning for Next-Generation Wireless Networks.

[BibT_eX]

[DOI]

Alexis Amezaga Hechavarria

IEEE Netw., 2023

The Internet of Senses: Building on Semantic Communications and Edge Intelligence.

[BibT_eX]

[DOI]

IEEE Netw., 2023

Feature Engineering for Highly Irregular Network Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

Channel Selection Improves Accuracy for Pediatric Users of Motor Imagery Brain-Computer Interfaces.

[BibT_eX]

[DOI]

Brian Irvine

Eli Kinney-Lang

Elissa Maalouf

Maziyar Dowlatabadibazaz

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Hybrid Wavelet Transform and Deep Stacking Ensemble Model for Network Traffic Prediction.

[BibT_eX]

[DOI]

Nader Joojili

Alexis Amezaga Hechavarria

Proceedings of the International Conference on Machine Learning and Applications, 2023

Model Pruning for Efficient Over-the-Air Federated Learning in Tactical Networks.

[BibT_eX]

[DOI]

Fazal Muhammad Ali Khan

Syed Ali Hassan

Proceedings of the IEEE International Conference on Communications, 2023

Accelerating and Compressing Deep Neural Networks for Massive MIMO CSI Feedback.

[BibT_eX]

[DOI]

Omar Erak

Proceedings of the IEEE International Conference on Communications, 2023

Transfer Learning for Online Prediction of Virtual Reality Cloud Gaming Traffic.

[BibT_eX]

[DOI]

Sampreet Vaidya

Diwakar Krishnamurthy

Proceedings of the IEEE Global Communications Conference, 2023

How Does Forecasting Affect the Convergence of DRL Techniques in O-RAN Slicing?

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Using Early Exits for Fast Inference in Automatic Modulation Classification.

[BibT_eX]

[DOI]

Elsayed Mohammed

Omar Mashaal

Yoga Suhas Kuruba Manjunath

Proceedings of the IEEE Global Communications Conference, 2023

2022

Online Distributed Coordinated Precoding for Virtualized MIMO Networks With Delayed CSI.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

Distributed Coordinated Precoding for MIMO Cellular Network Virtualization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Delay-Aware and Energy-Efficient Carrier Aggregation in 5G Using Double Deep Q-Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

Structure-Aware Reinforcement Learning for Node-Overload Protection in Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2022

Semi-Online Precoding with Information Parsing for Cooperative MIMO Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Online Model Updating with Analog Aggregation in Wireless Edge Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Enhanced C-V2X Uplink Resource Allocation using Vehicle Maneuver Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Segmented Learning for Class-of-Service Network Traffic Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Reinforcement Learning-based Dynamic Resource Allocation For Grant-Free Access.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

A Multi-Dimensional Intelligent Multiple Access Technique for 5G Beyond and 6G Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Intelligent Radio Access Network Slicing for Service Provisioning in 6G: A Hierarchical Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Situation-Aware Resource Allocation for Multi-Dimensional Intelligent Multiple Access: A Proactive Deep Learning Framework.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Carrier Aggregation With Optimized UE Power Consumption in 5G.

[BibT_eX]

[DOI]

IEEE Netw. Lett., 2021

Hierarchical Online Convex Optimization with Application to Multi-TRP Cooperative Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Transfer Learning-Based Accelerated Deep Reinforcement Learning for 5G RAN Slicing.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

Delay-Tolerant Constrained OCO with Application to Network Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Deep Learning-Based Forecasting of Cellular Network Utilization at Millisecond Resolutions.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

QoS-Aware Joint Component Carrier Selection and Resource Allocation for Carrier Aggregation in 5G.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Optimum Routing and Slot Formatting in UAV-Assisted 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Virtual Reality Gaming on the Cloud: A Reality Check.

[BibT_eX]

[DOI]

Sihao Zhao

Yoga Suhas Kuruba Manjunath

Ramy Atawia

Akram Bin Sediq

Xiao-Ping Zhang

Proceedings of the IEEE Global Communications Conference, 2021

Reinforcement Learning Based Energy-Efficient Component Carrier Activation-Deactivation in 5G.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

To DSRC or 5G? A Safety Analysis for Connected and Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Deep Learning Based Hotspot Prediction and Beam Management for Adaptive Virtual Small Cell in 5G Networks.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2020

A Clustering-Driven Approach to Predict the Traffic Load of Mobile Networks for the Analysis of Base Stations Deployment.

[BibT_eX]

[DOI]

J. Sens. Actuator Networks, 2020

4G LTE Network Data Collection and Analysis along Public Transportation Routes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

4G LTE Network Throughput Modelling and Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Cellular V2X Transmission for Connected and Autonomous Vehicles Standardization, Applications, and Enabling Technologies.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., 2019

A Two-Step Neural Network Based Beamforming in MIMO without Reference Signal.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Toward Practical Anticipatory Video Delivery for the Internet-of-Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2017

Robust Content Delivery and Uncertainty Tracking in Predictive Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

2016

Joint Chance-Constrained Predictive Resource Allocation for Energy-Efficient Video Streaming.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

2015

A lookback scheduling framework for long-term quality of service over multiple cells.

[BibT_eX]

[DOI]

Mohamed Fathy Feteiha

Wirel. Commun. Mob. Comput., 2015

Evaluating mobile signal and location predictability along public transportation routes.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

A channel variation-aware algorithm for enhanced video streaming quality.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Local Computer Networks Conference Workshops, 2015

Chance-constrained QoS satisfaction for predictive video streaming.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015

2014

Toward green media delivery: location-aware opportunities and approaches.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2014

Energy-Efficient Adaptive Video Transmission: Exploiting Rate Predictions in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2014

Optimal recruitment of smart vehicles for reputation-aware public sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Efficient lookahead resource allocation for stored video delivery in multi-cell networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Towards mobility-aware predictive radio access: modeling; simulation; and evaluation in LTE networks.

[BibT_eX]

[DOI]

Ramy Atawia

Proceedings of the 17th ACM International Conference on Modeling, 2014

Dynamic small cell placement strategies for LTE Heterogeneous Networks.

[BibT_eX]

[DOI]

Mahmoud H. Qutqut

Abdulmonem M. Rashwan

Fadi M. Al-Turjman

Proceedings of the IEEE Symposium on Computers and Communications, 2014

Robust resource allocation for predictive video streaming under channel uncertainty.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Enhancing mobile video streaming by lookahead rate allocation in wireless networks.

[BibT_eX]

[DOI]

Nizar Zorba

Proceedings of the 11th IEEE Consumer Communications and Networking Conference, 2014

2013

Predictive green wireless access: exploiting mobility and application information.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2013

Lookback scheduling for long-term Quality-of-Service over multiple cells.

[BibT_eX]

[DOI]

Mohamed Fathy Feteiha

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

2012

Long-term proportional fairness over multiple cells.

[BibT_eX]

[DOI]