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The changing usage of a mature campus-wide wireless network

Published: 26 September 2004 Publication History

Abstract

Wireless Local Area Networks (WLANs) are now commonplace on many academic and corporate campuses. As "Wi-Fi" technology becomes ubiquitous, it is increasingly important to understand trends in the usage of these networks.This paper analyzes an extensive network trace from a mature 802.11 WLAN, including more than 550 access points and 7000 users over seventeen weeks. We employ several measurement techniques, including syslogs, telephone records, SNMP polling and tcpdump packet sniffing. This is the largest WLAN study to date, and the first to look at a large, mature WLAN and consider geographic mobility. We compare this trace to a trace taken after the network's initial deployment two years ago.We found that the applications used on the WLAN changed dramatically. Initial WLAN usage was dominated by Web traffic; our new trace shows significant increases in peer-to-peer, streaming multimedia, and voice over IP (VoIP) traffic. On-campus traffic now exceeds off-campus traffic, a reversal of the situation at the WLAN's initial deployment. Our study indicates that VoIP has been used little on the wireless network thus far, and most VoIP calls are made on the wired network. Most calls last less than a minute.We saw greater heterogeneity in the types of clients used, with more embedded wireless devices such as PDAs and mobile VoIP clients. We define a new metric for mobility, the "session diameter." We use this metric to show that embedded devices have different mobility characteristics than laptops, and travel further and roam to more access points. Overall, users were surprisingly non-mobile, with half remaining close to home about 98% of the time.

References

[1]
E. Adar and B. A. Huberman. http://www.firstmonday.org/issues/issue5_10/adar/Free riding on Gnutella. First Monday, 5(10), Oct. 2000.
[2]
A. Balachandran, G. M. Voelker, P. Bahl, and P. V. Rangan. http://doi.acm.org/10.1145/511334.511359Characterizing user behavior and network performance in a public wireless LAN. In Proceedings of ACM SIGMETRICS 2002, pages 195--205, Marina Del Rey, CA, June 2002.
[3]
M. Balazinska and P. Castro. http://www.usenix.org/events/mobisys03/tech/balazinska.htmlCharacterizing Mobility and Network Usage in a Corporate Wireless Local-Area Network. In Proceedings of MobiSys 2003, pages 303--316, San Francisco, CA, May 2003.
[4]
Campus Computing Project. http://www.campuscomputing.net/pdf/2003-CCP.pdfThe 2003 National Survey of Information Technology in US Higher Education, Oct. 2003. Available online at http://www.campuscomputing.net/pdf/2003-CCP.pdf.
[5]
F. Chinchilla, M. Lindsey, and M. Papadopouli. http://www.cs.unc.edu/~maria/infocom04.pdfAnalysis of wireless information locality and association patterns in a campus. In Proceedings of IEEE Infocom 2004, Hong Kong, China, Mar. 2004.
[6]
Fyodor. http://www.insecure.org/nmap/nmap-fingerprinting-article.htmlRemote OS detection via TCP/IP stack fingerprinting. Phrack, 54(8), Dec. 1998. Available online at http://www.insecure.org/nmap/nmap-fingerprinting-article.html.
[7]
G. Gaertner and V. Cahill. http://dsonline.computer.org/0401/f/w1spot.htmUnderstanding link quality in 802.11 mobile ad hoc networks. IEEE Internet Computing, 8(1):55--60, Jan/Feb 2004.
[8]
S. Garg and M. Kappes. Can I add a VoIP call? In Proceedings of IEEE ICC 2003, pages 779--783, Anchorage, AK, May 2003.
[9]
R. Hutchins and E. W. Zegura. http://www.cc.gatech.edu/computing/Telecomm/seminar/fall01/wireless.pdfMeasurements from a campus wireless network. In Proceedings of IEEE ICC 2002, volume~5, pages 3161--3167, New York, NY, Apr. 2002.
[10]
Intel Corporation. http://www.intel.com/products/mobiletechnology/unwiredcolleges.htmMost unwired college campuses survey, Apr. 2004. Available online at: http://www.intel.com/products/mobiletechnology/unwiredcolleges.htm.
[11]
D. Kotz and K. Essien. Analysis of a campus-wide wireless network. Mobile Networks and Applications, 2003. Accepted for publication. An earlier version appeared in ACM MobiCom 2002, and as Dartmouth College Technical Report TR2002-432.
[12]
C. Logg. http://www.slac.stanford.edu/comp/net/slac-netflow/html/SLAC-netflow.htmlCharacterization of the traffic between SLAC and the Internet. Technical report, Stanford Linear Accelerator Center, Menlo Park, CA, July 2003. Available online at: http://www.slac.stanford.edu/comp/net/slac-netflow/html/SLAC-netflow.html.
[13]
M. McNett and G. M. Voelker. http://ramp.ucsd.edu/wtd/wtd.pdfAccess and mobility of wireless PDA users. Technical Report CS2004-0780, Department of Computer Science and Engineering, University of California, San Diego, Feb. 2004.
[14]
A. Mishra, M. Shin, and W. A. Arbaugh. http://www.cs.umd.edu/~mhshin/paper/ACMCCR-Mishra.Shin.Arbaugh.pdfAn Empirical Analysis of the IEEE 802.11 MAC Layer Handoff Process. ACM SIGCOMM Computer Communication Review, 33(2):93--102, Apr. 2003.
[15]
http://lcamtuf.coredump.cx/p0f.shtmlp0f. Available online at http://lcamtuf.coredump.cx/p0f.shtml.
[16]
J. Padhye and S. Floyd. http://www.icir.org/tbit/tbit.psOn inferring TCP behavior. In Proceedings of ACM SIGCOMM 2001, pages 287--298, San Diego, CA, Aug. 2001.
[17]
S. Saroiu, K. P. Gummadi, R. J. Dunn, S. D. Gribble, and H. M. Levy. http://www.usenix.org/events/osdi02/tech/saroiu.htmlAn analysis of Internet content delivery systems. In Proceedings of OSDI 2002, pages 315--328, Boston, MA, Dec. 2002.
[18]
D. Schwab and R. Bunt. http://www.cs.usask.ca/homepages/grads/das515/campus_wireless_2004.pdfCharacterising the use of a campus wireless network. In Proceedings of IEEE Infocom 2004, Hong Kong, China, Mar. 2004.
[19]
D. Tang and M. Baker. http://www.acm.org/pubs/citations/proceedings/comm/345910/p1-tang/Analysis of a local-area wireless network. In Proceedings of ACM MobiCom 2000, pages 1--10, Boston, MA, Aug. 2000.
[20]
Vocera. http://www.vocera.com.
[21]
J. Yeo, S. Banerjee, and A. Agrawala. http://www.cs.umd.edu/~jyeo/TR.pdfMeasuring traffic on the wireless medium: Experience and pitfalls. Technical Report CS-TR 4421, Department of Computer Science, University of Maryland, Dec. 2002.

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cover image ACM Conferences
MobiCom '04: Proceedings of the 10th annual international conference on Mobile computing and networking
September 2004
384 pages
ISBN:1581138687
DOI:10.1145/1023720
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 26 September 2004

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Author Tags

  1. 802.11
  2. VoIP
  3. WLAN
  4. Wi-Fi
  5. telephony
  6. voice
  7. wireless network

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  • (2024)Resilience of Wireless Mesh NetworksResilient Routing in Communication Networks10.1007/978-3-031-64657-7_9(239-272)Online publication date: 1-Jul-2024
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