Yunming Xiao, Matteo Varvello, A. Kuzmanovic
{"title":"Monetizing Spare Bandwidth","authors":"Yunming Xiao, Matteo Varvello, A. Kuzmanovic","doi":"10.1145/3530899","DOIUrl":null,"url":null,"abstract":"Residential Internet speeds have been rapidly increasing, reaching averages of ~100 Mbps in most developed countries. Several studies have shown that users have way more bandwidth than they need, only using about 20-30% on a regular day. Several systems exploit this trend by enabling users to monetize their spare bandwidth, e.g., by sharing their WiFi connection or by participating in distributed proxy or VPN (dVPN) services. Despite the proliferation of such systems, little is known on how such marketplaces operate, what are the key factors that determine the price of the spare bandwidth, and how such prices differ worldwide. In this work, we shed some light on this topic using dVPNs as a use-case. We start by formalizing the problem of bandwidth monetization as an optimization between a buyer's cost and seller's income. Next, we explore three popular dVPNs (Mysterium, Sentinel, and Tachyon) using both active and passive measurements. We find that dVPNs have a large and growing footprint, and offer comparable performance to their centralized counterpart. We identify Mysterium (in the US) as the most concrete realization of a bandwidth marketplace, for which we derive a value of spare Internet bandwidth ranging between 11 and 14 cents per GB. We also show that both buyers and sellers utilize ad-hoc \"rules-of-thumb\" when choosing their prices, which results in a sub-optimal marketplace. By applying our optimization, a seller's income can be tripled by setting a price lower than the default one which allows to attract more buyers. These observations motivate us to create RING, a first and concrete system which helps sellers to automatically adjust their prices and traffic volumes across multiple marketplaces.","PeriodicalId":426760,"journal":{"name":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the ACM on Measurement and Analysis of Computing Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3530899","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

住宅互联网速度一直在迅速增长,在大多数发达国家达到平均约100mbps。几项研究表明,用户拥有的带宽远远超过了他们的需求,每天只使用大约20-30%的带宽。一些系统利用这一趋势,使用户能够将他们的空闲带宽货币化,例如,通过共享他们的WiFi连接或参与分布式代理或VPN (dVPN)服务。尽管这样的系统大量出现,但人们对这样的市场是如何运作的,决定备用带宽价格的关键因素是什么,以及这些价格在世界范围内的差异如何知之甚少。在本文中,我们使用dvpn作为一个用例来阐明这个主题。我们首先将带宽货币化问题形式化为买方成本和卖方收入之间的优化。接下来,我们探索三种流行的dvpn(神秘,哨兵,和Tachyon)使用主动和被动测量。我们发现dvpn的占地面积很大,而且还在不断增长,并提供与集中式对等物相当的性能。我们认为《Mysterium》(在美国)是带宽市场最具体的实现,我们从中得出了每GB 11到14美分的空闲互联网带宽价值。我们还表明,买家和卖家在选择价格时都使用临时的“经验法则”,这导致了次优市场。通过应用我们的优化方法,卖家可以通过设定低于默认价格的价格来吸引更多买家,从而使卖家的收入增加三倍。这些观察促使我们创建RING,这是第一个具体的系统,可以帮助卖家在多个市场上自动调整价格和流量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monetizing Spare Bandwidth
Residential Internet speeds have been rapidly increasing, reaching averages of ~100 Mbps in most developed countries. Several studies have shown that users have way more bandwidth than they need, only using about 20-30% on a regular day. Several systems exploit this trend by enabling users to monetize their spare bandwidth, e.g., by sharing their WiFi connection or by participating in distributed proxy or VPN (dVPN) services. Despite the proliferation of such systems, little is known on how such marketplaces operate, what are the key factors that determine the price of the spare bandwidth, and how such prices differ worldwide. In this work, we shed some light on this topic using dVPNs as a use-case. We start by formalizing the problem of bandwidth monetization as an optimization between a buyer's cost and seller's income. Next, we explore three popular dVPNs (Mysterium, Sentinel, and Tachyon) using both active and passive measurements. We find that dVPNs have a large and growing footprint, and offer comparable performance to their centralized counterpart. We identify Mysterium (in the US) as the most concrete realization of a bandwidth marketplace, for which we derive a value of spare Internet bandwidth ranging between 11 and 14 cents per GB. We also show that both buyers and sellers utilize ad-hoc "rules-of-thumb" when choosing their prices, which results in a sub-optimal marketplace. By applying our optimization, a seller's income can be tripled by setting a price lower than the default one which allows to attract more buyers. These observations motivate us to create RING, a first and concrete system which helps sellers to automatically adjust their prices and traffic volumes across multiple marketplaces.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.20
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信