Abstract
Handheld devices such as smartphones have become a major platform for accessing Internet services. The small, mobile nature of these devices results in a unique mix of network usage. Other studies have used Wi-Fi and 3G wireless traces to analyze session, mobility, and performance characteristics for handheld devices. We complement these studies through our unique study of the differences in the content and flow characteristics of handheld versus non-handheld traffic. We analyze packet traces from two separate campus wireless networks, with 3 days of traffic for 32,278 unique devices. Trends for handhelds include low UDP usage, high volumes of HTTP traffic, and a greater proportion of video traffic. Our observations can inform network management and mobile system design.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Adobe announces availability of flash player 10.1 for mobile, http://www.adobe.com/aboutadobe/pressroom/pressreleases/201006/06222010FlashPlayerAvailability.html
Christmas lights gone wild, http://www.youtube.com/watch?v=rmgf60CI_ks
Afanasyev, M., Chen, T., Voelker, G.M., Snoeren, A.C.: Analysis of a mixed-use urban wifi network: when metropolitan becomes neapolitan. In: IMC, pp. 85–98 (2008)
Aggarwal, B., Akella, A., Anand, A., Chitnis, P., Muthukrishnan, C., Nair, A., Ramjee, R., Varghese, G.: EndRE: An End-System Redundancy Elimination Service for Enterprises. In: NSDI (2010)
Falaki, H., Mahajan, R., Kandula, S., Lymberopoulos, D., Govindan, R., Estrin, D.: Diversity in Smartphone Usage. In: MobiSys (2010)
Falaki, H., Lymberopoulous, D., Mahajan, R., Kandula, S., Estrin, D.: A first look at traffic on smartphones. In: IMC (2010)
Gember, A., Anand, A., Akella, A.: Handheld vs. non-handheld traffic: Implications for campus wifi networks. Tech. rep., University of Wisconsin-Madison (2010)
Henderson, T., Kotz, D., Abyzov, I.: The changing usage of a mature campus-wide wireless network. Comput. Netw. 52(14), 2690–2712 (2008)
Hernandez-Campos, F., Papadopouli, M.: A comparative measurement study the workload of wireless access points in campus networks. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, vol. 3, pp. 1776–1780 (September 2005)
Horrigan, J.: Wireless internet use. Pew Internet & American Life Project (July 2009)
Maier, G., Schneider, F., Feldmann, A.: A first look at mobile hand-held device traffic. In: Krishnamurthy, A., Plattner, B. (eds.) PAM 2010. LNCS, vol. 6032, pp. 161–170. Springer, Heidelberg (2010)
McNett, M., Voelker, G.M.: Access and mobility of wireless pda users. SIGMOBILE Mob. Comput. Commun. Rev. 9(2), 40–55 (2005)
Paxson, V.: Bro: a system for detecting network intruders in real-time. In: USENIX Security Symposium, pp. 3–3. USENIX Association, Berkeley (1998)
Pucha, H., Andersen, D.G., Kaminsky, M.: Exploiting similarity for multi-source downloads using file handprints. In: NSDI (2007)
Smith, S., Salaway, G., Caruso, J.: The ECAR Study of Undergraduate Students and Information Technology. EDUCAUSE Center for Applied Research (2009)
Tolia, N., Kaminsky, M., Andersen, D.G., Patil, S.: An architecture for Internet data transfer. In: NSDI (2006)
Trestian, I., Ranjan, S., Kuzmanovic, A., Nucci, A.: Measuring serendipity: connecting people, locations and interests in a mobile 3g network. In: IMC, pp. 267–279 (2009)
ZyTrax: Mobile browser id strings, http://zytrax.com/tech/web/mobile_ids.html
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Gember, A., Anand, A., Akella, A. (2011). A Comparative Study of Handheld and Non-handheld Traffic in Campus Wi-Fi Networks. In: Spring, N., Riley, G.F. (eds) Passive and Active Measurement. PAM 2011. Lecture Notes in Computer Science, vol 6579. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19260-9_18
Download citation
DOI: https://doi.org/10.1007/978-3-642-19260-9_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19259-3
Online ISBN: 978-3-642-19260-9
eBook Packages: Computer ScienceComputer Science (R0)