Fog Computing Quality of Experience: Review and Open Challenges

W. T. Vambe
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引用次数: 2

Abstract

Since its inception in 2012, fog computing has played a dominant role in addressing the quality of service (QoS). However, with the emergence of the internet of things and artificial intelligence technologies, which create a “smart world” where everything is automated, offering quality of service alone is no longer sufficient as it does not offer a satisfactory user experience. Quality of experience (QoE), which satisfies user experience and improves user performance, becomes vital and fog computing remains a key technology. To understand QoE, there was a need to distinguish it from QoS based on stance, scope, perspective, focus, and methods. A systematic literature review was done looking at works that use fog computing to maintain or improve QoE with the focus being on problems being addressed in a paper and how the results contributed to improving QoE. Critical analysis of the review showed that even though strides have been made to improve QoE, open research challenges still exist that require intervention to improve or maintain acceptable QoE in fog computing to satisfy user needs.
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雾计算体验质量:回顾与开放挑战
自2012年问世以来,雾计算在解决服务质量(QoS)方面发挥了主导作用。然而,随着物联网和人工智能技术的出现,创造了一个一切都是自动化的“智能世界”,仅仅提供服务质量已经不够了,因为它不能提供令人满意的用户体验。满足用户体验和提高用户性能的体验质量(QoE)变得至关重要,雾计算仍然是其中的关键技术。为了理解QoE,需要根据立场、范围、视角、焦点和方法将其与QoS区分开来。我们对使用雾计算来维持或改善QoE的工作进行了系统的文献回顾,重点关注论文中解决的问题以及结果如何有助于改善QoE。对评论的批判性分析表明,尽管在改善质量质量方面取得了长足进步,但开放的研究挑战仍然存在,需要干预来改善或维持雾计算中可接受的质量质量,以满足用户需求。
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