To chain or not to chain: A reinforcement learning approach for blockchain-enabled IoT monitoring applications

N Mhaisen, N Fetais, A Erbad, A Mohamed… - Future Generation …, 2020 - Elsevier
Traceability and autonomous business logic execution are highly desirable features in IoT
monitoring applications. Traceability enables verifying signals' history for security or …

Deep reinforcement learning for blockchain in industrial IoT: A survey

Y Wu, Z Wang, Y Ma, VCM Leung - Computer Networks, 2021 - Elsevier
With the ambitious plans of renewal and expansion of industrialization in many countries,
the efficiency, agility and cost savings potentially resulting from the application of industrial …

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 …

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 …

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-based edge computing resource allocation in IoT: A deep reinforcement learning approach

Y He, Y Wang, C Qiu, Q Lin, J Li… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
With the exponential growth in the number of Internet-of-Things (IoT) devices, the cloud-
centric computing paradigm can hardly meet the increasingly high requirements for low …

Intelligent blockchain-based edge computing via deep reinforcement learning: solutions and challenges

DC Nguyen, VD Nguyen, M Ding, S Chatzinotas… - IEEE …, 2022 - ieeexplore.ieee.org
The convergence of mobile edge computing (MEC) and blockchain is transforming the
current computing services in wireless Internet-of-Things (IoT) networks, enabling task …

Blockchain-based security management of IoT infrastructure with Ethereum transactions

SKT Mehedi, AAM Shamim, MBA Miah - Iran Journal of Computer Science, 2019 - Springer
The blockchain is nothing but a skilled magician one after one it is providing the mankind
with wonders in the era of information technology and financial industry. In recent years …

Blockchain in the Internet of Things: Architectures and implementation

O Delgado-Mohatar, R Tolosana… - 2020 IEEE 44th …, 2020 - ieeexplore.ieee.org
The world is becoming more interconnected every day. With the high technological evolution
and the increasing deployment of it in our society, scenarios based on the Internet of Things …

Trust-based blockchain authorization for iot

GD Putra, V Dedeoglu, SS Kanhere… - … on Network and …, 2021 - ieeexplore.ieee.org
Authorization or access control limits the actions a user may perform on a computer system,
based on predetermined access control policies, thus preventing access by illegitimate …