Cloud Services Evaluation through QoE: A Methodological Approach

Frederico G. I. da Costa, M. D. Castro, Candice Müller, F. Castro
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Abstract

Cloud computing has been touted as a revolutionary concept in computing in the Information Age, since it enhances the quality of communication and it is highly cost effective. Cloud computing market has attracted the interest of several providers and corporations, creating an environment in which the user's Quality of Experience (QoE) becomes a competitive advantage. Cloud services are often available as Web applications, since Web browsers may provide a more user friendly interface. Thus, Web Application Response plays a critical role in the perceptions of cloud service users. This article proposes a methodology to evaluate the user Quality of Experience of cloud services, with focus on web applications, using the MOS score in a user-centered approach. This methodology estimates the QoE from the end-to-end response time and adjusts the estimated score according to the evaluation context, thought maximum session time. Estimation of QoE is a differentiating factor in choosing cloud service providers and defining the form of implementing cloud applications (e.g., Through programming language, page type or application server). The proposed methodology has been applied to three cloud service servers, located in Brazil, Europe and USA and several case studies in business contexts have been evaluated, comparing different clients and server applications in a monitored environment. The results point to the crucial role that the evaluation period plays in the comparison of solutions.
通过QoE进行云服务评估:一种方法学方法
云计算被吹捧为信息时代计算领域的革命性概念,因为它提高了通信质量,而且成本效益很高。云计算市场吸引了许多提供商和公司的兴趣,创造了一个用户体验质量(QoE)成为竞争优势的环境。云服务通常作为Web应用程序提供,因为Web浏览器可能提供更友好的用户界面。因此,Web应用程序响应在云服务用户的认知中起着至关重要的作用。本文提出了一种评估云服务用户体验质量的方法,重点是web应用程序,以用户为中心的方法使用MOS评分。此方法从端到端响应时间估计QoE,并根据评估上下文(考虑最大会话时间)调整估计分数。在选择云服务提供商和定义实现云应用程序的形式(例如,通过编程语言、页面类型或应用服务器)时,对QoE的估计是一个区分因素。提议的方法已应用于位于巴西、欧洲和美国的三台云服务服务器,并对业务环境中的几个案例研究进行了评估,比较了监控环境中的不同客户端和服务器应用程序。结果表明,评价期在方案比较中起着至关重要的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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