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2016 | OriginalPaper | Buchkapitel

A Case Study of Traffic Demand Response to Broadband Service-Plan Upgrades

verfasst von : Sarthak Grover, Roya Ensafi, Nick Feamster

Erschienen in: Passive and Active Measurement

Verlag: Springer International Publishing

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Abstract

Internet service providers are facing mounting pressure from regulatory agencies to increase the speed of their service offerings to consumers; some are beginning to deploy gigabit-per-second speeds in certain markets, as well. The race to deploy increasingly faster speeds begs the question of whether users are exhausting the capacity that is already available. Previous work has shown that users who are already maximizing their usage on a given access link will continue to do so when they are migrated to a higher service tier.
In a unique controlled experiment involving thousands of Comcast subscribers in the same city, we analyzed usage patterns of two groups: a control group (105 Mbps) and a randomly selected treatment group that was upgraded to 250 Mbps without their knowledge. We study how users who are already on service plans with high downstream throughput respond when they are upgraded to a higher service tier without their knowledge, as compared to a similar control group. To our surprise, the difference between traffic demands between both groups is higher for subscribers with moderate traffic demands, as compared to high-volume subscribers. We speculate that even though these users may not take advantage of the full available capacity, the service-tier increase generally improves performance, which causes them to use the Internet more than they otherwise would have.

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Literatur
1.
Zurück zum Zitat Bischof, Z.S., Bustamante, F.E., Stanojevic, R.: Need, want, can afford: broadband markets and the behavior of users. In: Proceedings of the Conference on Internet Measurement Conference, IMC 2014, pp. 73–86. ACM, New York (2014) Bischof, Z.S., Bustamante, F.E., Stanojevic, R.: Need, want, can afford: broadband markets and the behavior of users. In: Proceedings of the Conference on Internet Measurement Conference, IMC 2014, pp. 73–86. ACM, New York (2014)
2.
Zurück zum Zitat Cardona, J.C., Stanojevic, R., Cuevas, R.: On weather and internet traffic demand. In: Roughan, M., Chang, R. (eds.) PAM 2013. LNCS, vol. 7799, pp. 260–263. Springer, Heidelberg (2013)CrossRef Cardona, J.C., Stanojevic, R., Cuevas, R.: On weather and internet traffic demand. In: Roughan, M., Chang, R. (eds.) PAM 2013. LNCS, vol. 7799, pp. 260–263. Springer, Heidelberg (2013)CrossRef
3.
Zurück zum Zitat Chetty, M., Banks, R., Brush, A., Donner, J., Grinter, R.: You’re capped: understanding the effects of bandwidth caps on broadband use in the home. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2012, pp. 3021–3030. ACM, New York (2012) Chetty, M., Banks, R., Brush, A., Donner, J., Grinter, R.: You’re capped: understanding the effects of bandwidth caps on broadband use in the home. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2012, pp. 3021–3030. ACM, New York (2012)
4.
Zurück zum Zitat Cho, K., Fukuda, K., Esaki, H., Kato, A.: The impact and implications of the growth in residential user-to-user traffic. In: Proceedings of the Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, SIGCOMM 2006, pp. 207–218. ACM, New York (2006) Cho, K., Fukuda, K., Esaki, H., Kato, A.: The impact and implications of the growth in residential user-to-user traffic. In: Proceedings of the Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, SIGCOMM 2006, pp. 207–218. ACM, New York (2006)
5.
Zurück zum Zitat Easton, V., McColl, J.: Statistics Glossary. STEPS (1997) Easton, V., McColl, J.: Statistics Glossary. STEPS (1997)
6.
Zurück zum Zitat Federal Communications Commission. Measuring Broadband America - 2014, April 2014 Federal Communications Commission. Measuring Broadband America - 2014, April 2014
7.
Zurück zum Zitat Federal Communications Commission: Tenth Broadband Progress Report No 14-113, February 2014 Federal Communications Commission: Tenth Broadband Progress Report No 14-113, February 2014
8.
Zurück zum Zitat Federal Communications Commission. Eleventh Broadband Progress Report No 15-10A1, February 2015 Federal Communications Commission. Eleventh Broadband Progress Report No 15-10A1, February 2015
9.
Zurück zum Zitat Federal Communications Commission. International Broadband Data Report (Fourth), February 2015 Federal Communications Commission. International Broadband Data Report (Fourth), February 2015
10.
Zurück zum Zitat Grover, S., Park, M.S., Sundaresan, S., Burnett, S., Kim, H., Ravi, B., Feamster, N.: Peeking behind the nat: an empirical study of home networks. In: Proceedings of the Conference on Internet Measurement Conference, IMC 2013, pp. 377–390. ACM, New York (2013) Grover, S., Park, M.S., Sundaresan, S., Burnett, S., Kim, H., Ravi, B., Feamster, N.: Peeking behind the nat: an empirical study of home networks. In: Proceedings of the Conference on Internet Measurement Conference, IMC 2013, pp. 377–390. ACM, New York (2013)
11.
Zurück zum Zitat Quan, L., Heidemann, J., Pradkin, Y.: ANT Evaluation of the Diurnal Internet, October 2014 Quan, L., Heidemann, J., Pradkin, Y.: ANT Evaluation of the Diurnal Internet, October 2014
12.
Zurück zum Zitat Maier, G., Feldmann, A., Paxson, V., Allman, M.: On dominant characteristics of residential broadband internet traffic. In: Proceedings of the 9th ACM SIGCOMM Conference on Internet Measurement Conference, IMC 2009, pp. 90–102. ACM, New York (2009) Maier, G., Feldmann, A., Paxson, V., Allman, M.: On dominant characteristics of residential broadband internet traffic. In: Proceedings of the 9th ACM SIGCOMM Conference on Internet Measurement Conference, IMC 2009, pp. 90–102. ACM, New York (2009)
13.
Zurück zum Zitat Sandvine. Global Internet Phenomena Report - 1H, April 2014 Sandvine. Global Internet Phenomena Report - 1H, April 2014
14.
Zurück zum Zitat Sandvine. Global Internet Phenomena Report - 2H, November 2014 Sandvine. Global Internet Phenomena Report - 2H, November 2014
15.
Zurück zum Zitat Zheleva, M., Schmitt, P., Vigil, M., Belding, E.: The increased bandwidth fallacy: performance and usage in rural zambia. In: Annual Symposium on Computing for Development (DEV) (2013) Zheleva, M., Schmitt, P., Vigil, M., Belding, E.: The increased bandwidth fallacy: performance and usage in rural zambia. In: Annual Symposium on Computing for Development (DEV) (2013)
Metadaten
Titel
A Case Study of Traffic Demand Response to Broadband Service-Plan Upgrades
verfasst von
Sarthak Grover
Roya Ensafi
Nick Feamster
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-30505-9_10

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