Quality of Experience in Cloud services: Survey and measurements

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• 作者：Pedro Casas ; ^{casas@ftw.at" class="auth_mail}Author Vitae ; Raimund Schatz ^{schatz@ftw.at" class="auth_mail}Author Vitae
• 关键词：Cloud services ; Quality of Experience ; Subjective lab tests and field trials ; MOS ; Acceptability ; Access network dimensioning
• 刊名：Computer Networks
• 出版年：5 August 2014
• 年：2014
• 卷：68
• 期：Complete
• 页码：149-165
• 全文大小：2354 K

文摘

Cloud-based systems are gaining enormous popularity due to a number of promised benefits, including ease of use in terms of deployment, administration and maintenance, high scalability as well as flexibility to create new services. However, as more personal and business applications migrate to the Cloud, the service quality becomes an important differentiator between providers, specially in the case of mobile operators. Quality of Experience (QoE) as perceived by the end-user has therefore the potential to become the guiding paradigm for managing quality provisioning and applications’ design in the Cloud. This paper presents the results of several Cloud QoE studies performed for different Cloud-based services, ranging from services with low requirements in terms of latency and interactivity (e.g., Cloud storage systems), multimedia On-Demand services (e.g., YouTube video streaming), communication and telepresence (e.g., Lync Online videoconferencing) to highly interactive services (e.g., Virtual Cloud Desktop). The results of these studies provide a ground truth basis for developing future Cloud services with QoE requirements, as well as for dimensioning the underlying network provisioning infrastructures, particularly with regard to mobile access technologies.