Deep reinforcement learning approach for computation offloading in blockchain-enabled communications systems

T Alam, A Ullah, M Benaida - Journal of Ambient Intelligence and …, 2023 - Springer
Blockchain and deep reinforcement learning (DRL) are two separate transaction systems
committed to the credibility and usefulness of system functionality. There is rapid growth …

Blockchain-enabled deep reinforcement learning approach for performance optimization on the internet of things

T Alam - Wireless Personal Communications, 2022 - Springer
Abstract Internet of Things (IoT) networks are rapidly expanding, which requires adequate
and reliable infrastructure and a large amount of data. The IoT device security and technical …

[HTML][HTML] Reinforcement learning in blockchain-enabled IIoT networks: A survey of recent advances and open challenges

F Jameel, U Javaid, WU Khan, MN Aman, H Pervaiz… - Sustainability, 2020 - mdpi.com
Blockchain is emerging as a promising candidate for the uberization of Internet services. It is
a decentralized, secure, and auditable solution for exchanging, and authenticating …

Performance optimization for blockchain-enabled industrial Internet of Things (IIoT) systems: A deep reinforcement learning approach

M Liu, FR Yu, Y Teng, VCM Leung… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recent advances in the industrial Internet of things (IIoT) provide plenty of opportunities for
various industries. To address the security and efficiency issues of the massive IIoT data …

Blockchain management and machine learning adaptation for IoT environment in 5G and beyond networks: A systematic review

A Miglani, N Kumar - Computer Communications, 2021 - Elsevier
Keeping in view of the constraints and challenges with respect to big data analytics along
with security and privacy preservation for 5G and B5G applications, the integration of …

Reinforcement learning approaches for efficient and secure blockchain-powered smart health systems

AZ Al-Marridi, A Mohamed, A Erbad - Computer Networks, 2021 - Elsevier
Emerging technological innovation toward e-Health transition is a worldwide priority for
ensuring people's quality of life. Hence, secure exchange and analysis of medical data …

How can applications of blockchain and artificial intelligence improve performance of Internet of Things?–A survey

P Bothra, R Karmakar, S Bhattacharya, S De - Computer Networks, 2023 - Elsevier
In the era of the Internet of Things (IoT), massive computing devices surrounding us operate
and interact with each other to provide several significant services in industries, medical as …

Blockchain-driven optimization of IoT in mobile edge computing environment with deep reinforcement learning and multi-criteria decision-making techniques

K Moghaddasi, M Masdari - Cluster Computing, 2023 - Springer
Abstract The Internet of Things (IoT) presents complex challenges in task offloading,
especially within Mobile Edge Computing (MEC) environments and under conditions of data …

Implementation of internet of things with blockchain using machine learning algorithm: Enhancement of security with blockchain

H Manoharan, A Manoharan, S Selvarajan… - Handbook of research …, 2023 - igi-global.com
In recent days, all networks are connected by internet and all people around the world are
able to control things in their remote locations. Even though these technologies have been …

Blockchain and machine learning for communications and networking systems

Y Liu, FR Yu, X Li, H Ji… - … communications surveys & …, 2020 - ieeexplore.ieee.org
Recently, with the rapid development of information and communication technologies, the
infrastructures, resources, end devices, and applications in communications and networking …