基于云计算的服务的质量感知

Aleksandar Karadimce, D. Davcev
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引用次数: 5

摘要

云计算由硬件和软件资源组成,在互联网上作为一组服务提供给用户。该技术旨在为终端用户提供稳定、可靠、封装的动态信息和通信环境,使终端用户能够同时访问随时随地可用的共享资源。云计算的主要好处是用于提高客户端请求的质量感知。通常在通信行业中,术语体验质量(QoE)被用作从用户的角度衡量用户对服务的感知。在本研究中,我们提出了一种基于客观和主观特征的云服务质量感知分类方法。本文的主要贡献是一种基于贝叶斯建模的新方法,用于有效评估基于云的服务的QoE感知,考虑交互性水平、服务复杂性、使用领域和多媒体强度。
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Perception of quality in cloud computing based services
Cloud computing consists of hardware and software resources, available on the Internet as a set of services for users. This technology aims to provide stable, reliable and encapsulated dynamic information and communication environment for end users to be able to simultaneously access shared resources that are available anywhere and at any time. The major benefit of cloud computing is used to improve the perception of quality for the client requests. Commonly in the communications industry, the term Quality of Experience (QoE) is used as a measure for the user perception of service from the user's point of view. In this research, we propose a classification of cloud-based services based on objective and subjective characteristics for perception of quality. The main contribution in this paper is a novel approach based on Bayesian modeling for efficient assessment of QoE perception for cloud-based services considering the level of interactivity, service complexity, usage domain, and multimedia-intensity.
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