Mohsen Guizani

Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications

2015 · IEEE Communications Surveys & Tutorials

This paper provides an overview of the Internet of Things (IoT) with emphasis on enabling technologies, protocols, and application issues. The IoT is enabled by the latest developments in RFID, smart sensors, communication technologies, and …

Processing geo-dispersed big data in an advanced mapreduce framework

2015 · IEEE Network

Big data has emerged as a new era of information generation and processing. Big data applications are expected to provide a lot of benefits and convenience to our lives. Cloud computing is a popular infrastructure …

Toward SLAs Guaranteed Scalable VDC Provisioning in Cloud Data Centers

2019 · IEEE Access

Cloud computing has been a cost-efficient paradigm for deploying various applications in datacenters in recent years. Therefore, efficient provisioning for virtual data center (VDC) requests from different service providers (SPs) over physical data centers plays …

Answer Acquisition for Knowledge Base Question Answering Systems Based on Dynamic Memory Network

2019 · IEEE Access

In recent years, with the rapid growth of Artificial Intelligence (AI) and the Internet of Things (IoT), the question answering systems for human-machine interaction based on deep learning have become a research hotspot of the …

DwaRa: A Deep Learning-Based Dynamic Toll Pricing Scheme for Intelligent Transportation Systems

2020 · IEEE Transactions on Vehicular Technology

In Internet-of-Vehicles (IoV) ecosystems, intelligent toll gates (ITGs) connect nearby metropolitan cities through smart highways. At ITGs, existing solutions integrate blockchain (BC) and deep-learning schemes to leverage trusted and responsive analytics support for connected smart …

Dynamic Contract Design for Federated Learning in Smart Healthcare Applications

2020 · IEEE Internet of Things Journal

Currently, the data collected by the Internet of Healthcare Things, i.e., healthcare oriented Internet of Things (IoT), still rely on cloud-based centralized data aggregation and processing. To reduce the need for transmission of data to …

An Electric Vehicle Charging Reservation Approach based on Blockchain

2020

The popularity of electric vehicles depends on convenient and efficient charging services. At present, none of existing charging services allow users to reach charging stations at desirable time and charge immediately when they arrive without …

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

2022 · arXiv (Cornell University)

The concept of federated learning (FL) was first proposed by Google in 2016. Thereafter, FL has been widely studied for the feasibility of application in various fields due to its potential to make full use …

Detection of Vulnerabilities of Blockchain Smart Contracts

2023 · IEEE Internet of Things Journal

With the wide application of Internet of Things and blockchain, research on smart contracts has received increased attention, and security threat detection for smart contracts is one of the main focuses. This article first introduces …

From Generative AI to Generative Internet of Things: Fundamentals, Framework, and Outlooks

2023 · arXiv (Cornell University)

Generative Artificial Intelligence (GAI) possesses the capabilities of generating realistic data and facilitating advanced decision-making. By integrating GAI into modern Internet of Things (IoT), Generative Internet of Things (GIoT) is emerging and holds immense potential …

Lightweight Multi-Class Support Vector Machine-Based Medical Diagnosis System with Privacy Preservation

2023 · Sensors

Machine learning, powered by cloud servers, has found application in medical diagnosis, enhancing the capabilities of smart healthcare services. Research literature demonstrates that the support vector machine (SVM) consistently demonstrates remarkable accuracy in medical diagnosis. …

Special Characters Usage and Its Effect on Password Security

2024 · IEEE Internet of Things Journal

Continuously preventing weak password attacks is one of the most important initiatives to secure IoT and smart contract platforms. Despite their significance as crucial components of passwords, special character segments have been overlooked. This study …

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions

2024 · arXiv (Cornell University)

The rapid evolution of communication networks in recent decades has intensified the need for advanced Network and Service Management (NSM) strategies to address the growing demands for efficiency, scalability, enhanced performance, and reliability of these …