دورية أكاديمية

Performance of Caching-Based D2D Video Distribution with Measured Popularity Distributions

التفاصيل البيبلوغرافية
العنوان: Performance of Caching-Based D2D Video Distribution with Measured Popularity Distributions
المؤلفون: Lee, Ming-Chun, Ji, Mingyue, Molisch, Andreas F., Sastry, Nishanth
سنة النشر: 2018
المجموعة: ArXiv.org (Cornell University Library)
مصطلحات موضوعية: Computer Science - Networking and Internet Architecture
الوصف: On-demand video accounts for the majority of wireless data traffic. Video distribution schemes based on caching combined with device-to-device (D2D) communications promise order-of-magnitude greater spectral efficiency for video delivery, but hinge on the principle of `concentrated demand distributions.' This paper presents, for the first time, the analysis and evaluations of the throughput--outage tradeoff of such schemes based on measured cellular demand distributions. In particular, we use a dataset with more than 100 million requests from the BBC iPlayer, a popular video streaming service in the U.K., as the foundation of the analysis and evaluations. We present an achievable scaling law based on the practical popularity distribution, and show that such scaling law is identical to those reported in the literature. We find that also for the numerical evaluations based on a realistic setup, order-of-magnitude improvements can be achieved. Our results indicate that the benefits promised by the caching-based D2D in the literature could be retained for cellular networks in practice. ; Comment: Submitted to IEEE Globecom 2019
نوع الوثيقة: text
اللغة: unknown
العلاقة: http://arxiv.org/abs/1806.05380Test
الإتاحة: http://arxiv.org/abs/1806.05380Test
رقم الانضمام: edsbas.193AE5B8
قاعدة البيانات: BASE