基于区块链的安全认知云计算模型的基于知识的系统

Honglei Zhang, Zhenbo Zang, BalaAnand Muthu
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引用次数: 5

摘要

如今,人工智能(AI)可以利用物联网(IoT)中最强大的边缘计算系统,从海量感官数据(如物理环境中的网络效应或模型)中提取信息,进行分类、识别和预测。异构物联网设备产生孤立、分散的信息部分,具有多个自私节点的物联网智能应用中的知识共享和交换是复杂任务的必要条件。在学术界和商界,物联网正在推动一场数字革命。然而,保护和物联网隐私问题受到挑战。它为日常生活提供了舒适。区块链是一种共享的加密数据库,是一种很有前途的物联网加密解决方案,适用于多个制造业、金融和贸易部门。基于物联网的区块链架构与传统的中心化范式形成了有趣的对比,后者难以满足特定的物联网需求。介绍了在分布式网络和云计算中应用数据和资源管理保护程序的新概念。云管理服务可以通过区块链技术和分布式领导者连接到应用程序,这是一个稳定的认知信息系统,方便管理操作,保护数据。本文档为将个人和行为特征应用于安全和加密协议、基于认知云计算(BC-CCC)模式的区块链提供了许多想法。仿真结果表明,与现有方法相比,该策略可显著提高数据传输率(96.2%)、安全性(94.5%)、吞吐率(92.4%)、可扩展性(91.5%)、信任率(93.8%)、数据交易率(96.2%),降低存储成本(25.1%)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge-based systems for blockchain-based cognitive cloud computing model for security purposes
Today, artificial intelligence (AI) can use the most powerful edge computing systems in the Internet of Things (IoT) for finding the information extracted from vast sensory data such as cyber effects or models in physical environments for classification, identification, and prediction. Heterogeneous IoT devices produce isolated and dispersed information parts, and knowledge sharing and exchange in IoT intelligent applications with several selfish nodes are necessary for complex tasks. In both academia and business, IoT is driving a digital revolution. However, protection and IoT privacy problems are challenged. It offers comfort for everyday lives. Blockchain, a shared cryptographic database, is a promising IoT encryption solution for several manufacturing, finance, and trade sectors. The IoT-based blockchain architecture is an interesting contrast to the conventional, centralized paradigm that struggles to fulfill specific IoT requirements. New concepts for applying data and resources management protection procedures in distributed networks and cloud computing are introduced. Cloud management services can be linked to the application through blockchain technology and distributed leader, a stable cognitive information system that facilitates management operations and securing data. This document provides many ideas for applying personal and behavioral characteristics to security and cryptography protocols, blockchain based on the cognitive cloud computing (BC-CCC) pattern. The simulation result shows that the proposed strategy can significantly enhance data transmission rate (96.2%), security ratio (94.5%), throughput ratio (92.4%), scalability ratio (91.5%), trust rate (93.8%), data trading ratio (96.2%), and reduce storage cost rate (25.1%) compared to other existing methods.
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