了解超级碗的超大流量

Jeffrey Erman, Kadangode K. Ramakrishnan
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引用次数: 85

摘要

像超级碗这样的大型赛事,有近7.5万名观众聚集在一起,持续数小时,这对无线网络的规划、设计和部署构成了重大挑战。除了近700个免费WiFi热点外,这是LTE蜂窝网络首次广泛使用的活动之一。2013年的超级碗也是史无前例的,因为整个体育场停电了半个多小时。这项研究首次深入研究了大型ISP蜂窝网络在如此独特的活动中的用户行为和流量需求。本研究结果可用于指导未来大型场馆通信网络的设计。从我们对收集到的数据的研究中,有几个关键的见解。首先,LTE的速度使场馆的用户能够流式传输高质量的视频,这可能是一个重要的流量来源。其次,此类事件的上行链路配置是关键,使用云存储用户数据的应用程序设计的周到方法可以大大减轻资源受限上行链路上的拥塞。此外,虽然在蜂窝网络上利用多播很诱人(例如,在场所部署eMBMS等技术),但我们的研究结果表明,有必要将多播与缓存结合起来,以消除用户请求重叠的严格要求,从而获得好处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding the super-sized traffic of the super bowl
Large events like the Super Bowl, where almost 75K attendees congegrate for several hours, poses a significant challenge in the planning, design and deployment of wireless networks. This was one of the first events where the LTE cellular network was available widely, in addition to almost 700 WiFi free hotspots. The Super Bowl in 2013 was also unprecedented because of a stadium-wide power outage for over half an hour. This study is the first to look in-depth at the user behaviours and traffic demand of a large ISP's celluar network at such an unique event. The findings of this study can be used to guide the design of the communication networks of large venues in the future. There are several key insights from our study of the data collected. First, LTE speeds enable subscribers at venues to stream high-quality video and this can be a signficant source of traffic. Second, the configuration of the uplink for such events is key, and a thoughtful approach to the design of applications that use the cloud for storing user data can substantially mitigate the congestion on the resource constrained uplink. Further, while it is tempting to take advantage of multicast on the cellular network (e.g., deploying technologies such as eMBMS in a venue), our results indicate that there is a need to combine multicast with caching to remove the strict requirement of overlap of requests from users to derive that benefit.
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