Abstract
Measuring quality of Web users experience (WebQoE) faces the following trade-off. On the one hand, current practice is to resort to metrics, such as the document completion time (onLoad), that are simple to measure though knowingly inaccurate. On the other hand, there are metrics, like Google’s SpeedIndex, that are better correlated with the actual user experience, but are quite complex to evaluate and, as such, relegated to lab experiments. In this paper, we first provide a comprehensive state of the art on the metrics and tools available for WebQoE assessment. We then apply these metrics to a representative dataset (the Alexa top-100 webpages) to better illustrate their similarities, differences, advantages, and limitations. We next introduce novel metrics, inspired by Google’s SpeedIndex, that offer significant advantage in terms of computational complexity, while maintaining a high correlation with the SpeedIndex. These properties make our proposed metrics highly relevant and of practical use.
Publisher
Association for Computing Machinery (ACM)
Subject
Computer Networks and Communications,Software
Reference21 articles.
1. http://www.showslow.com. http://www.showslow.com.
2. https://www.telecom-paristech.fr/ drossi/webmos. https://www.telecom-paristech.fr/ drossi/webmos.
3. dynaTrace. http://dynatrace.com/. dynaTrace. http://dynatrace.com/.
4. Alexa Internet Inc. http://www.alexa.com. Alexa Internet Inc. http://www.alexa.com.
5. Brutlag J. Abrams Z. and Meenan P. Above the fold time: Measuring web page performance visually. http://conferences.oreilly.com/velocity/velocity-mar2011/public/schedule/detail/18692. Brutlag J. Abrams Z. and Meenan P. Above the fold time: Measuring web page performance visually. http://conferences.oreilly.com/velocity/velocity-mar2011/public/schedule/detail/18692.
Cited by
42 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Hydrus: Improving Personalized Quality of Experience in Short-form Video Services;Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval;2023-07-18
2. Adhere: Automated Detection and Repair of Intrusive Ads;2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE);2023-05
3. Optimize along the way: An industrial case study on web performance;Journal of Systems and Software;2023-04
4. Screen Content Quality Assessment: Overview, Benchmark, and Beyond;ACM Computing Surveys;2022-12-31
5. Leveraging Web browsing performance data for network monitoring: a data-driven approach;GLOBECOM 2022 - 2022 IEEE Global Communications Conference;2022-12-04