Understanding rollover data

Liang Zheng, Carlee Joe-Wong
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引用次数: 13

Abstract

Internet service providers (ISPs) have been facing heavy competition to attract more users in the mobile data market, along with growing operational costs. Most mobile data plans charge users a fixed fee for a monthly data quota, and any unused data at the end of each month will be wasted. In the beginning of 2015, both AT&T and T-Mobile reinstated rollover data plans with constrained eligibility. Users could then keep the unused portion of their monthly data quotas for use in a future month(s). In this work, we evaluate the benefits of rollover data for both ISPs and users as well as identify the types of users who would upgrade to rollover data plans. To do so, we consider two alternatives: a smaller data plan without rollover data, and a more expensive data plan with larger monthly quota that does include rollover data. We find that moderately price-sensitive users benefit from rollover data: price-insensitive users would not have any data to rollover, while extremely price-sensitive users would not find the rollover data worth its higher cost. Under specific bounds on the size of the rollover data plan's monthly quota, we find that users can obtain more utility and ISPs can profit from rollover data, which is verified on one year of usage data from a U.S. ISP.
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了解滚动数据
互联网服务提供商(isp)一直面临着在移动数据市场吸引更多用户的激烈竞争,以及不断增长的运营成本。大多数移动数据计划向用户收取固定的每月数据配额费用,每个月底未使用的数据将被浪费。在2015年初,AT&T和T-Mobile都恢复了有限制资格的滚动数据计划。然后,用户可以保留每月数据配额中未使用的部分,以便在未来几个月使用。在这项工作中,我们评估了轮转数据对isp和用户的好处,并确定了将升级到轮转数据计划的用户类型。为此,我们考虑了两种替代方案:一种较小的数据计划,不包含滚转数据;另一种更昂贵的数据计划,每月配额较大,但包含滚转数据。我们发现,适度价格敏感的用户受益于滚转数据:价格不敏感的用户没有任何数据可以滚转,而极度价格敏感的用户则认为滚转数据不值得付出更高的代价。在滚动数据计划的月配额的特定限制下,我们发现用户可以获得更多的效用,ISP可以从滚动数据中获利,这是通过美国ISP一年的使用数据来验证的。
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