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Towards Bottleneck Identification in Cellular Networks via Passive TCP Monitoring

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Ad-hoc, Mobile, and Wireless Networks (ADHOC-NOW 2014)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 8487))

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Abstract

The bandwidth demand of today’s mobile applications is permanently increasing. This requires more frequent upgrades of the mobile network capacity in the radio access as well as in the backhaul section. In such quickly evolving scenario, the risk of capacity bottleneck is increased, therefore network operators need tools to promptly detect capacity bottlenecks or, conversely, validate the current network state.To this end, we propose to exploit the passive observation of individual TCP connections. Being a closed loop protocol, the performances of every TCP connection depend on the status of the whole end-to-end path. Leveraging on this property, we propose a method to infer the presence of a capacity bottleneck along the path of an individual TCP connection by passively monitoring the DATA and ACK packets at a single monitoring point. We validate our approach with test traffic in a real 3G/4G operational network. The realized monitoring algorithm offers a powerful tool to network operators for on-line performance assessment and network troubleshooting.

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References

  1. Jaiswal, S., et al.: Measurement and classification of out-of-sequence packets in a tier-1 IP backbone. IEEE/ACM Trans. Netw. 15(1), 54–66 (2007)

    Article  Google Scholar 

  2. Jaiswal, S., et al.: Inferring TCP Connection Characteristics Through Passive Measurements. In: INFOCOM (2004)

    Google Scholar 

  3. Siekkinen, M., et al.: A root cause analysis toolkit for TCP. Computer Networks 52(9), 1846–1858 (2008)

    Article  MATH  Google Scholar 

  4. Ricciato, F., Hasenleithner, E., Romirer-Maierhofer, P.: Traffic analysis at short time-scales: an empirical case study from a 3G cellular network. IEEE Trans. Netw. Service Manag. 31(8), 1484–1496

    Google Scholar 

  5. Ricciato, F.: Traffic monitoring and analysis for the optimization of a 3G network. IEEE Wireless Commun. (2006)

    Google Scholar 

  6. Ricciato, F., Vacirca, F., Svoboda, P.: Diagnosis of capacity bottlenecks via passive monitoring in 3G networks: An empirical analysis. Computer Networks 51(4) (2007)

    Google Scholar 

  7. Gerber, A., et al.: Speed testing without speed tests: estimating achievable download speed from passive measurements. In: Internet Measurement Conference. ACM (2010)

    Google Scholar 

  8. Romirer-Maierhofer, P., Ricciato, F., D’Alconzo, A., Franzan, R., Karner, W.: Network-Wide Measurements of TCP RTT in 3G. In: Papadopouli, M., Owezarski, P., Pras, A. (eds.) TMA 2009. LNCS, vol. 5537, pp. 17–25. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  9. Laner, M., et al.: A comparison between one-way delays in operating HSPA and LTE networks. In: WINMEE 2012, 8th Int’l Workshop on Wireless Network Measurements, Paderborn, Germany (May 18, 2012)

    Google Scholar 

  10. Stevens, W.R.: TCP/IP Illustrated, vol. 1. Addison Wesley, Reading (1994)

    MATH  Google Scholar 

  11. Bär, et al.: DBStream: an online aggregation, filtering and processing system for network traffic monitoring. In: TRAC (2014)

    Google Scholar 

  12. Ricciato, F., et al.: Traffic monitoring and analysis in 3G networks: lessons learned from the METAWIN project. Elektrotechnik und Informationstechnik 123(7-8), 288–296 (2006)

    Article  Google Scholar 

  13. Bannister, J., Mather, P., Coope, S.: Convergence Technologies for 3G Networks: IP, UMTS, EGPRS and ATM. Wiley (2004)

    Google Scholar 

  14. Paxson, V., Allman, M.: Computing TCP’s Retransmission Timer. RFC 2988 (2000)

    Google Scholar 

  15. Allman, M., Paxson, V., Stevens, W.: TCP Congestion Control. RFC 2581 (April 1999)

    Google Scholar 

  16. Casas, P., Fiadino, P., Bär, A.: IP mining: Extracting knowledge from the dynamics of the internet addressing space. In: International Teletraffic Congress, pp. 1–9. IEEE (2013)

    Google Scholar 

  17. Jacobson, V., Braden, R., Borman, D.: RFC 1323: TCP Extensions for High Performance (May 1992)

    Google Scholar 

  18. Yang, P., et al.: TCP Congestion Avoidance Algorithm Identification. In: Proceedings of IEEE ICDCS, Minneapolis, MN (June 2011)

    Google Scholar 

  19. Jacobson, V.: Congestion Avoidance and Control. In: ACM SIGCOMM, pp. 273–288 (1988)

    Google Scholar 

  20. Xu, L., Harfoush, K., Rhee, I.: Binary Increase Congestion Control (BIC) for Fast Long-Distance Networks. In: INFOCOM (2004)

    Google Scholar 

  21. Ha, S., Rhee, I., Xu, L.: CUBIC: a new TCP-friendly high-speed TCP variant. ACM SIGOPS Operating Systems Review 42(5), 64–74 (2008)

    Article  Google Scholar 

  22. Schatz, R., Hoßfeld, H., Casas, P.: Passive youtube qoE monitoring for ISPs. In: IMIS, Palermo, Italy, July 4-6. IEEE (2012)

    Google Scholar 

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Schiavone, M., Romirer-Maierhofer, P., Ricciato, F., Baiocchi, A. (2014). Towards Bottleneck Identification in Cellular Networks via Passive TCP Monitoring. In: Guo, S., Lloret, J., Manzoni, P., Ruehrup, S. (eds) Ad-hoc, Mobile, and Wireless Networks. ADHOC-NOW 2014. Lecture Notes in Computer Science, vol 8487. Springer, Cham. https://doi.org/10.1007/978-3-319-07425-2_6

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  • DOI: https://doi.org/10.1007/978-3-319-07425-2_6

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-07424-5

  • Online ISBN: 978-3-319-07425-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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