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Is There a Case for Mobile Phone Content Pre-staging?

机译:是否存在手机内容预分期的情况?

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摘要

Content caching is a fundamental building block of the Internet. Caches are widely deployed at network edges to improve performance for end-users, and to reduce load on web servers and the backbone network. Considering mobile 3G/4G networks, however, the bottleneck is at the access link, where bandwidth is shared among all mobile terminals. As such, per-user capacity cannot grow to cope with the traffic demand. Unfortunately, caching policies would not reduce the load on the wireless link which would have to carry multiple copies of the same object that is being downloaded by multiple mobile terminals sharing the same access link. In this paper we investigate if it is worth to push the caching paradigm even farther. We hypothesize a system in which mobile terminals implement a local cache, where popular content can be pushed/pre-staged. This exploits the peculiar broadcast capability of the wireless channels to replicate content "for free" on all terminals, saving the cost of transmitting multiple copies of those popular objects. Relying on a large data set collected from a European mobile carrier, we analyse the content popularity characteristics of mobile traffic, and quantify the benefit that the push-to-mobile system would produce. We found that content pre-staging, by proactively and periodically broadcasting "bundles" of popular objects to devices, allows to both greatly i) improve users' performance and ii) reduce up to 20% (40%) the downloaded volume (number of requests) in optimistic scenarios with a bundle of 100 MB. However, some technical constraints and content characteristics could question the actual gain such system would reach in practice.
机译:内容缓存是Internet的基本组成部分。缓存广泛部署在网络边缘,以提高最终用户的性能,并减少Web服务器和骨干网络上的负载。但是,考虑到移动3G / 4G网络,瓶颈在于接入链路,在此带宽在所有移动终端之间共享。因此,每用户容量无法增长以应付流量需求。不幸的是,缓存策略不会减少无线链路上的负载,该负载必须携带由共享同一访问链路的多个移动终端下载的同一对象的多个副本。在本文中,我们研究了是否值得进一步推动缓存范例。我们假设一个系统,其中移动终端实现本地缓存,可以在其中推送/预装流行内容。这利用了无线信道的特殊广播功能来在所有终端上“免费”复制内容,从而节省了传输那些受欢迎对象的多个副本的成本。依靠从欧洲移动运营商处收集的大量数据集,我们分析了移动流量的内容受欢迎程度特征,并量化了即按即用系统将产生的收益。我们发现,通过主动并定期向设备广播流行对象的“捆绑”,内容的预安排可以极大地提高i)用户的性能,ii)减少多达20%(40%)的下载量(请求),并提供100 MB的捆绑包。但是,一些技术限制和内容特征可能会质疑该系统在实践中将达到的实际收益。

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