解决云计算寡头垄断问题的区块链框架

IF 5.3 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Cloud Computing Pub Date : 2024-04-18 DOI:10.1109/TCC.2024.3390933
Amit Biswas;Gaurav Baranwal;Abhinav Kumar
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引用次数: 0

摘要

云计算是工业 4.0 的基础技术之一。云 2.0 是即将推出的云技术,它解决了云 1.0 的几个瓶颈。例如,在云 1.0 中,小型服务提供商的存在受到了当今云市场中少数巨型服务提供商主导地位的威胁。在这种情况下,小型服务提供商必须齐心协力与巨头竞争,才能在市场上生存。为此,小型服务提供商需要一个透明、公平、经济高效、容错且易于扩展的平台,为客户提供可靠、优质的服务。这项工作引入了一个基于区块链的框架,为云服务提供商及其客户提供这样一个平台。这里提出了一种新的共识机制,以维护系统的公平性、去中心化和一致性。此外,还引入了基于共识的服务监控概念来评估服务质量。如果服务提供商没有提供承诺的服务质量(QoS),服务提供商将受到惩罚。这一框架的设计使服务提供商始终有义务向客户提供承诺的服务质量。最后,我们进行了几项实验,实验结果证实了我们对拟议框架的主张。
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A Blockchain-Based Framework to Resolve the Oligopoly Issue in Cloud Computing
Cloud computing is one of the foundation technologies of Industry 4.0. Cloud 2.0 is the upcoming cloud technology that addresses several bottlenecks of Cloud 1.0. For instance, the presence of small service providers is threatened by the dominance of a few giant service providers in today’s cloud market in Cloud 1.0. Under this circumstance, the small service providers must work together to compete with the giant competitors to survive in the market. For that, small service providers require a transparent, fair, cost-effective, fault-tolerant, and easily scalable platform that can provide reliable and quality services to customers. This work introduces a blockchain-based framework to provide such a platform for cloud service providers and their customers. Here, a new consensus mechanism is proposed to maintain the system’s fairness, decentralization, and consistency. A consensus-based service monitoring concept is also introduced to assess the service quality. If a service provider does not deliver the committed quality of service (QoS), a penalty is imposed on the service provider. This framework is designed so that the service providers are always bound to provide committed QoS to the customers. Finally, we performed several experiments, and the experimental results corroborate our claims regarding the proposed framework.
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来源期刊
IEEE Transactions on Cloud Computing
IEEE Transactions on Cloud Computing Computer Science-Software
CiteScore
9.40
自引率
6.20%
发文量
167
期刊介绍: The IEEE Transactions on Cloud Computing (TCC) is dedicated to the multidisciplinary field of cloud computing. It is committed to the publication of articles that present innovative research ideas, application results, and case studies in cloud computing, focusing on key technical issues related to theory, algorithms, systems, applications, and performance.
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