web系统的混合云:可用性和性能

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
Chien-Te Lu, C. Yeh, Yung-Chung Wang, Chu-Sing Yang
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引用次数: 2

摘要

Web系统的用户请求通常是相互独立的,因此可以由单独服务器/站点上的处理器处理。有时可能会出现不规则和/或突发工作负载。混合云非常适合这些类型的Web系统。本研究主要研究Web系统混合云的可用性和性能。测量的性能指标包括响应时间(RT)、吞吐量和CPU利用率。分析结果表明,混合云可以达到私有云的性能水平。它们还表明,RT降低率的逆和吞吐量增益都小于相应的vCPU增益。混合云的网络延迟在某些情况下明显影响CPU利用率和性能。公共云提供商提供各种不同价格策略的部署模型。根据实验数据推导了混合云的性能-成本关系。它为在成本约束下为性能需求选择合适的部署模型提供了指导方针。对于任意的成本上界,使用较少计算能力模型的系统比使用较多计算能力模型的系统性能更好。本文提出了一种采用云技术实现安全、性能、服务器扩展和CPU利用率平衡的新方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid clouds for web systems: Usability and performance
The user requests of Web systems are often mutually independent, thus can be processed by processors at separate servers/sites. Irregular and/or burst workloads may occur sometimes. Hybrid Clouds could well be suitable for these kinds of Web systems. This research studies the usability and performance of hybrid Clouds for Web systems. Performance metrics measured are response time (RT), throughput and CPU utilization. Analytical results verify that hybrid Clouds can reach the performance level of private Clouds. They also indicate that both the inverse of RT reduction rate and throughput gain are smaller than the corresponding vCPU gain. The network latency of hybrid Clouds obviously affects CPU utilization and performance in some cases. Public Cloud providers offer various deployment models with different price policies. The performancecost relation of hybrid Clouds is derived from experimental data. It offers a guideline for selecting suitable deployment model for performance requirements under a cost constraint. For an arbitrary upper bound of cost, the system using the model of less computing capacities performs better than the one using the model of more computing capacities. This paper presents a novel method to adopt Cloud technology to achieve the balance of security, performance, server sprawl, and CPU utilization.
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来源期刊
Journal of Internet Technology
Journal of Internet Technology COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
3.20
自引率
18.80%
发文量
112
审稿时长
13.8 months
期刊介绍: The Journal of Internet Technology accepts original technical articles in all disciplines of Internet Technology & Applications. Manuscripts are submitted for review with the understanding that they have not been published elsewhere. Topics of interest to JIT include but not limited to: Broadband Networks Electronic service systems (Internet, Intranet, Extranet, E-Commerce, E-Business) Network Management Network Operating System (NOS) Intelligent systems engineering Government or Staff Jobs Computerization National Information Policy Multimedia systems Network Behavior Modeling Wireless/Satellite Communication Digital Library Distance Learning Internet/WWW Applications Telecommunication Networks Security in Networks and Systems Cloud Computing Internet of Things (IoT) IPv6 related topics are especially welcome.
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