Mohsen Guizani

research

∙ 05/03/2023

Optimal Resource Management for Hierarchical Federated Learning over HetNets with Wireless Energy Transfer

Remote monitoring systems analyze the environment dynamics in different ...

0 Rami Hamdi, et al. ∙

research

∙ 04/26/2023

ESCM: An Efficient and Secure Communication Mechanism for UAV Networks

UAV (unmanned aerial vehicle) is gradually entering various human activi...

0 Haoxiang Luo, et al. ∙

research

∙ 04/18/2023

The Metaverse: Survey, Trends, Novel Pipeline Ecosystem Future Directions

The Metaverse offers a second world beyond reality, where boundaries are...

0 Hani Sami, et al. ∙

research

∙ 03/05/2023

Sparsity-Aware Intelligent Massive Random Access Control in Open RAN: A Reinforcement Learning Based Approach

Massive random access of devices in the emerging Open Radio Access Netwo...

0 Xiao Tang, et al. ∙

research

∙ 03/01/2023

Self-Sovereign Identity for Trust and Interoperability in the Metaverse

With the advancement in computing power and speed, the Internet is being...

0 Siem Ghirmai, et al. ∙

research

∙ 02/20/2023

An Incremental Gray-box Physical Adversarial Attack on Neural Network Training

Neural networks have demonstrated remarkable success in learning and sol...

0 Rabiah Al-qudah, et al. ∙

research

∙ 01/26/2023

Metaverse for Wireless Systems: Architecture, Advances, Standardization, and Open Challenges

The growing landscape of emerging wireless applications is a key driver ...

0 Latif U. Khan, et al. ∙

research

∙ 11/10/2022

Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication

Continuous behavioural authentication methods add a unique layer of secu...

0 Mohamad Wazzeh, et al. ∙

research

∙ 11/07/2022

Machine Learning for Metaverse-enabled Wireless Systems: Vision, Requirements, and Challenges

Today's wireless systems are posing key challenges in terms of quality o...

0 Latif U. Khan, et al. ∙

research

∙ 11/05/2022

ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme

In this paper, we increase the availability and integration of devices i...

0 Mario Chahoud, et al. ∙

research

∙ 10/31/2022

FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices

Federated Learning (FL) is a novel distributed privacy-preserving learni...

0 Osama Wehbi, et al. ∙

research

∙ 10/28/2022

Design of Protograph LDPC-Coded MIMO-VLC Systems with Generalized Spatial Modulation

This paper investigates the bit-interleaved coded generalized spatial mo...

0 Lin Dai, et al. ∙

research

∙ 10/24/2022

Energy Pricing in P2P Energy Systems Using Reinforcement Learning

The increase in renewable energy on the consumer side gives place to new...

0 Nicolas Avila, et al. ∙

research

∙ 10/10/2022

Rethinking Wireless Communication Security in Semantic Internet of Things

Semantic communication is an important participant in the next generatio...

0 Hongyang Du, et al. ∙

research

∙ 08/27/2022

RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems

Although Deep Neural Networks (DNN) have become the backbone technology ...

3 Emna Baccour, et al. ∙

research

∙ 08/27/2022

SR-DCSK Cooperative Communication System with Code Index Modulation: A New Design for 6G New Radios

This paper proposes a high-throughput short reference differential chaos...

0 Yi Fang, et al. ∙

research

∙ 08/16/2022

Asymmetric Dual-Mode Constellation and Protograph LDPC Code Design for Generalized Spatial MPPM Systems

To achieve reliable and efficient transmissions in free-space optical (F...

0 Liang Lv, et al. ∙

research

∙ 07/26/2022

Towards Smart City Security: Violence and Weaponized Violence Detection using DCNN

In this ever connected society, CCTVs have had a pivotal role in enforci...

0 Toluwani Aremu, et al. ∙

research

∙ 05/14/2022

Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model

In this paper, we propose a reconfigurable intelligent surface (RIS)-ass...

0 Yi Fang, et al. ∙

research

∙ 05/06/2022

SD-AETO: Service Deployment Enabled Adaptive Edge Task Offloading in MEC

In recent years, edge computing, as an important pillar for future netwo...

0 Liangjun Song, et al. ∙

research

∙ 04/18/2022

A Practical Cross-Device Federated Learning Framework over 5G Networks

The concept of federated learning (FL) was first proposed by Google in 2...

0 Wenti Yang, et al. ∙

research

∙ 04/01/2022

VNF and Container Placement: Recent Advances and Future Trends

With the growing demand for openness, scalability, and granularity, mobi...

0 Wissal Attaoui, et al. ∙

research

∙ 02/21/2022

Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous multi-RAT Networks

The rapid production of mobile devices along with the wireless applicati...

0 Mhd Saria Allahham, et al. ∙

research

∙ 02/18/2022

PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks

Federated learning is gaining popularity as a distributed machine learni...

14 Xingjian Cao, et al. ∙

research

∙ 02/15/2022

Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in EdgeIoT

Federated learning (FL) has been increasingly considered to preserve dat...

0 Jingjing Zheng, et al. ∙

research

∙ 02/05/2022

Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities

Future wireless services must be focused on improving the quality of lif...

0 Latif U. Khan, et al. ∙

research

∙ 02/03/2022

IoV Scenario: Implementation of a Bandwidth Aware Algorithm in Wireless Network Communication Mode

The wireless network communication mode represented by the Internet of v...

1 Peiying Zhang, et al. ∙

research

∙ 01/13/2022

A Comprehensive Survey on the Applications of Blockchain for Securing Vehicular Networks

Vehicular networks promise features such as traffic management, route sc...

0 Tejasvi Alladi, et al. ∙

research

∙ 09/25/2021

Motivating Learners in Multi-Orchestrator Mobile Edge Learning: A Stackelberg Game Approach

Mobile Edge Learning (MEL) is a learning paradigm that enables distribut...

8 Mhd Saria Allahham, et al. ∙

research

∙ 09/15/2021

Internet of Behavior (IoB) and Explainable AI Systems for Influencing IoT Behavior

Pandemics and natural disasters over the years have changed the behavior...

0 Haya Elayan, et al. ∙

research

∙ 09/02/2021

Energy-Efficient Multi-Orchestrator Mobile Edge Learning

Mobile Edge Learning (MEL) is a collaborative learning paradigm that fea...

7 Mhd Saria Allahham, et al. ∙

research

∙ 08/10/2021

Industrial Digital Twins at the Nexus of NextG Wireless Networks and Computational Intelligence: A Survey

By amalgamating recent communication and control technologies, computing...

0 Shah Zeb, et al. ∙

research

∙ 08/05/2021

Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey

The rapid increase in the percentage of chronic disease patients along w...

11 Alaa Awad Abdellatif, et al. ∙

research

∙ 07/14/2021

Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systems with Imbalanced Data

Federated learning (FL) is a distributed learning methodology that allow...

8 Alaa Awad Abdellatif, et al. ∙

research

∙ 06/04/2021

An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment

Crowdsourced live video streaming (livecast) services such as Facebook L...

8 Emna Baccour, et al. ∙

research

∙ 05/23/2021

Distributed CNN Inference on Resource-Constrained UAVs for Surveillance Systems: Design and Optimization

Unmanned Aerial Vehicles (UAVs) have attracted great interest in the las...

12 Mohammed Jouhari, et al. ∙

research

∙ 05/04/2021

Pervasive AI for IoT Applications: Resource-efficient Distributed Artificial Intelligence

Artificial intelligence (AI) has witnessed a substantial breakthrough in...

49 Emna Baccour, et al. ∙

research

∙ 05/04/2021

Fast, Reliable, and Secure Drone Communication: A Comprehensive Survey

Drone security is currently a major topic of discussion among researcher...

0 Vikas Hassija, et al. ∙

research

∙ 04/06/2021

The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions

The increasing need for economic, safe, and sustainable smart manufactur...

0 Senthil Kumar Jagatheesaperumal, et al. ∙

research

∙ 03/22/2021

Edge Intelligence for Empowering IoT-based Healthcare Systems

The demand for real-time, affordable, and efficient smart healthcare ser...

0 Vahideh Hayyolalam, et al. ∙

research

∙ 01/29/2021

Implicit Feedback-based Group Recommender System for Internet of Thing Applications

With the prevalence of Internet of Things (IoT)-based social media appli...

7 Zhiwei Guo, et al. ∙

research

∙ 12/18/2020

I-Health: Leveraging Edge Computing and Blockchain for Epidemic Management

Epidemic situations typically demand intensive data collection and manag...

0 Alaa Awad Abdellatif, et al. ∙

research

∙ 12/10/2020

Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data

Distributed learning algorithms aim to leverage distributed and diverse ...

0 Naram Mhaisen, et al. ∙

research

∙ 12/09/2020

Collaborative Coded Computation Offloading: An All-pay Auction Approach

As the amount of data collected for crowdsensing applications increases ...

0 Jer Shyuan Ng, et al. ∙

research

∙ 11/16/2020

Proportionally Fair approach for Tor's Circuits Scheduling

The number of users adopting Tor to protect their online privacy is incr...

0 Lamiaa Basyoni, et al. ∙

research

∙ 11/16/2020

Budgeted Online Selection of Candidate IoT Clients to Participate in Federated Learning

Machine Learning (ML), and Deep Learning (DL) in particular, play a vita...

10 Ihab Mohammed, et al. ∙

research

∙ 10/25/2020

DistPrivacy: Privacy-Aware Distributed Deep Neural Networks in IoT surveillance systems

With the emergence of smart cities, Internet of Things (IoT) devices as ...

0 Emna Baccour, et al. ∙

research

∙ 10/22/2020

Performance Analysis and Optimization for the MAC Protocol in UAV-based IoT Network

Unmanned aerial vehicles (UAVs) have played an important role in air-gro...

0 Bin Li, et al. ∙

research

∙ 08/29/2020

Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks

Intelligent reflecting surface (IRS) has been recently employed to resha...

0 Shimin Gong, et al. ∙

research

∙ 06/27/2020

Compress or Interfere?

Rapid evolution of wireless medical devices and network technologies has...

0 Alaa Awad Abdellatif, et al. ∙

Mohsen Guizani

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