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Intelligent manufacturing security model based on improved blockchain. | LitMetric

Intelligent manufacturing security model based on improved blockchain.

Math Biosci Eng

Department of Computer Science, King Saud University, Saudi Arabia.

Published: August 2020

AI Article Synopsis

  • The Industrial Internet of Things (IIoT) is crucial for creating smart factories, but current systems face challenges like single points of failure and high maintenance costs.
  • The paper introduces a blockchain-based security model for intelligent manufacturing to enhance features like security, privacy, and distributed deployment while addressing power and performance issues in IoT devices.
  • A new structure called the lock-free concurrent and cache-based Merkle Patricia tree (CMPT) is proposed to improve data operation efficiency, reducing time complexity for data insertion and queries compared to the traditional Merkle Patricia tree (MPT).

Article Abstract

The Industrial Internet of Things (IIoT) plays an important role in the development of smart factories. However, the existing IIoT systems are prone to suffering from single points of failure and unable to provide stable service. Meanwhile, with the increase of node scale and network quantity, the maintenance cost presents to be higher. Such a disadvantage can be effectively compensated by the features such as security, privacy, non-tamperability and distributed deployment supported by the blockchain. In this paper, first, an intelligent manufacturing security model based on blockchain was proposed. Due to the high power consumption and low throughput of the traditional blockchain, IoT devices with limited power consumption can not work independently. Therefore, in this paper, a new Merkle Patricia tree (MPT) was adopted to extend the blockchain structure and provide fast query of node status. Second, since the MPT does not support concurrent operation and the data operation performance deteriorates with high data volume, a lock-free concurrent and cache-based Merkle Patricia tree was proposed (CMPT) to support lock-free concurrent data operation, which can improve the data operation efficiency in multi-core system. The experimental results indicate that, compared with the original MPT, the CMPT proposed in this paper effectively reduced the time complexity of data insertion and data query and improved the speed of block construction and data query.

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Source
http://dx.doi.org/10.3934/mbe.2020303DOI Listing

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