基于以太坊区块链的多云环境下服务水平协议违规检测

N. Neeraj, Aditya Nellikeri, P. Varun, Santosh Reddy, Mangesh Shanbhag, Dg Narayan, Altaf Husain
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引用次数: 0

摘要

随着云计算技术的发展,有必要保持服务质量,而服务水平协议(sla)就是改进服务质量的方法之一。很大一部分收入将来自使用由云服务提供商(CSP)提供的随需应变资源(计算、网络或存储)。服务水平协议(SLA)在维护这些随需应变资源的服务质量(QoS)方面起着关键作用。CSP通过利用机器生成的日志监视机器性能来实施SLA。此外,一些消费者可能自己监视资源性能,以确保它符合他们的标准。这种方法不仅会导致CSP和云服务消费者(CSC)之间的牵引力,还会导致工作的重复。这项工作的目的是创建一个分布式的系统,可以被CSP和消费者信任。本文提供了使用公共区块链和基于日志的算法的解决方案,该算法基于CSP和消费者接受的几个SLA标准评估资源性能。如果系统的性能低于一定的水平,CSC将通过日志提示。这促使用户在资源上花费更多的钱,并迫使CSP将违反SLA的次数保持在最低限度。以区块链为后端的web应用程序用于监控SLA违规和补偿过程。最后,使用多节点以太坊区块链网络对建议的解决方案进行性能分析。
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Service Level Agreement Violation Detection in Multi-cloud Environment using Ethereum Blockchain
With the advancement of cloud computing technologies, it is necessary to maintain quality of service, for which service level agreements (SLAs) are one of the ways to improve this. A significant part of revenue will be contributed by the use of on demand resources (compute, network or storage) provided by this cloud service providers (CSP). Service level agreement (SLA) plays a key role in maintaining quality of services (QoS) of these on demand resources. The CSP enforces the SLA, by utilizing machine-generated logs to monitor machine performance. Additionally, some consumers may monitor resource performance themselves to ensure it meets their standards. This approach not only leads to traction between both CSP and cloud service consumers (CSC), but also leads to a duplication of the effort. The aim of this work is to create a system that is distributed in nature and could be trusted by both CSP and the consumer. The paper provides solution using a public blockchain and log based algorithm that evaluates resource performance based on several SLA criteria accepted by the CSP and consumers. If the system’s performance falls below a certain level, the CSC will be intimated through logs. This motivates the consumer to spend more money on the resources and compels the CSP to keep the number of SLA violations to a minimal. A web application with a blockchain as the back-end is used to monitor SLA violations and the compensation procedure. Finally, a multi-node ethereum blockchain network is used to conduct a performance analysis of the suggested solution.
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