skip to main content
10.1145/3005745.3005757acmconferencesArticle/Chapter ViewAbstractPublication PagescommConference Proceedingsconference-collections
research-article
Open Access

Helping the Lone Operator in the Vast Frontier

Published:09 November 2016Publication History

ABSTRACT

While the networking literature is replete with work on managing and operating networks---from the specifics of protocols to the design of management tools and architectures---there is comparatively little work on planning a network to be rolled out. In part this is because the task of network planning typically falls to carriers (for backbones) and cloud providers (for datacenters), which have the resources and the control to meet their specific needs. Here we consider network planning in situations that are quite different: resource poor and highly constrained.

Frontier networks are often planned by lone operators, and while these networks are small in size, they are large in number: they individually serve relatively few users but in aggregate serve millions of users. The key challenge here is the mismatch between the resources of these small operators and the complexity of their network planning. In this paper we detail the difficulties in this context, building on our team's first-hand knowledge many networks of this type. We then present our initial efforts at automating frontier network planning, discuss next steps, and outline several open problems.

References

  1. E. Amaldi, A. Capone, and F. Malucelli. Planning umts base station location: Optimization models with power control and algorithms. IEEE Transactions on wireless Communications, 2(5):939-952, 2003. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. A. Anand, V. Pejovic, E. M. Belding, and D. L. Johnson. Villagecell: cost effective cellular connectivity in rural areas. In Proceedings of ACM ICTD, 2012. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. J. G. Andrews, F. Baccelli, and R. K. Ganti. A tractable approach to coverage and rate in cellular networks. IEEE Transactions on Communications, 59(11):3122-3134, 2011.Google ScholarGoogle ScholarCross RefCross Ref
  4. G. Bernardi, M. K. Marina, F. Talamona, and D. Rykovanov. Increase: A tool for incremental planning of rural fixed broadband wireless access networks. In 2011 IEEE GLOBECOM Workshops (GC Wkshps), 2011.Google ScholarGoogle ScholarCross RefCross Ref
  5. S. Bosio, A. Capone, and M. Cesana. Radio planning of wireless local area networks. IEEE/ACM Transactions on Networking, 15(6):1414-1427, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. E. Brewer, M. Demmer, B. Du, M. Ho, M. Kam, S. Nedevschi, J. Pal, R. Patra, S. Surana, and K. Fall. The case for technology in developing regions. IEEE Computer, 38(6), 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. J. Chen, L. Subramanian, J. Iyengar, and B. Ford. Taq: enhancing fairness and performance predictability in small packet regimes. In Proceedings of ACM EuroSys, 2014. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. M. Chetty, S. Sundaresan, S. Muckaden, N. Feamster, and E. Calandro. Measuring broadband performance in south africa. In Proceedings of ACM DEV, 2013. Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Earth Resources Observation and Science (EROS) Center. U.S. Releases Enhanced Shuttle Land Elevation Data. Available at http://eros.usgs.gov/, 2013. Accessed: 2016-06-21.Google ScholarGoogle Scholar
  10. GRASS Development Team. Geographic Resources Analysis Support System (GRASS GIS) Software, Version 7.0. Open Source Geospatial Foundation, 2016.Google ScholarGoogle Scholar
  11. S. Hasan, Y. Ben-David, M. Bittman, and B. Raghavan. The Challenges of Scaling WISPs. In Proceedings of ACM DEV, 2015. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. K. Heimerl, K. Ali, J. E. Blumenstock, B. Gawalt, and E. A. Brewer. Expanding rural cellular networks with virtual coverage. In Proceedings of USENIX/ACM NSDI, 2013. Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Heywhatsthat. http://heywhatsthat.com/.Google ScholarGoogle Scholar
  14. Z. Huang, C.-C. Shen, C. Srisathapornphat, and C. Jaikaeo. Topology control for ad hoc networks with directional antennas. In Computer Communications and Networks, 2002. Proceedings. Eleventh International Conference on, pages 16-21. IEEE, 2002.Google ScholarGoogle Scholar
  15. S. Hurley, S. Allen, D. Ryan, and R. Taplin. Modelling and planning fixed wireless networks. Wireless Networks, 16(3):577-592, Apr. 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. D. L. Johnson, E. M. Belding, K. Almeroth, and G. van Stam. Internet usage and performance analysis of a rural wireless network in Macha, Zambia. In Proceedings of ACM DEV, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. S. M. Mishra, J. Hwang, D. Filippini, T. Du, R. Moazzami, and L. Subramanian. Economic analysis of networking technologies for rural developing regions. In 1st Workshop on Internet and Network Economics, Dec 2005, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. R. K. Patra, S. Nedevschi, S. Surana, A. Sheth, L. Subramanian, and E. A. Brewer. Wildnet: Design and implementation of high performance wifi based long distance networks. In Proceedings of USENIX/ACM NSDI, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. C. Peng, H. Zheng, and B. Y. Zhao. Utilization and fairness in spectrum assignment for opportunistic spectrum access. Mobile Networks and Applications, 11(4):555-576, 2006. Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. B. Raman and K. Chebrolu. Design and evaluation of a new mac protocol for long-distance 802.11 mesh networks. 2005.Google ScholarGoogle Scholar
  21. R. Ramanathan and R. Rosales-Hain. Topology control of multihop wireless networks using transmit power adjustment. In INFOCOM 2000. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE, volume 2, pages 404-413. IEEE, 2000.Google ScholarGoogle ScholarCross RefCross Ref
  22. S. Sen and B. Raman. Long distance wireless mesh network planning: problem formulation and solution. In Proceedings of the 16th international conference on World Wide Web, pages 893-902. ACM, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  23. L. Subramanian, S. Surana, R. Patra, S. Nedevschi, M. Ho, E. Brewer, and A. Sheth. Rethinking wireless for the developing world. In Proceedings of ACM SIGCOMM HotNets, 2006.Google ScholarGoogle Scholar
  24. S. Surana, R. K. Patra, S. Nedevschi, M. Ramos, L. Subramanian, Y. Ben-David, and E. A. Brewer. Beyond pilots: Keeping rural wireless networks alive. In Proceedings of USENIX/ACM NSDI, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. S. Surana, R. K. Patra, S. Nedevschi, M. Ramos, L. Subramanian, Y. Ben-David, and E. A. Brewer. Beyond Pilots: Keeping Rural Wireless Networks Alive. In Proceedings of USENIX/ACM NSDI, 2008. Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Swiftfox. http://www.swiftfox.net/.Google ScholarGoogle Scholar
  27. Tower DB. http://towerdb.inveneo.org/.Google ScholarGoogle Scholar
  28. WISPTools. http://wisptools.net/.Google ScholarGoogle Scholar
  29. Y. Wu, P. A. Chou, Q. Zhang, K. Jain, W. Zhu, and S.-Y. Kung. Network planning in wireless ad hoc networks: a cross-layer approach. IEEE Journal on Selected Areas in Communications, 23(1):136-150, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library

Recommendations

Comments

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Sign in
  • Published in

    cover image ACM Conferences
    HotNets '16: Proceedings of the 15th ACM Workshop on Hot Topics in Networks
    November 2016
    217 pages
    ISBN:9781450346610
    DOI:10.1145/3005745

    Copyright © 2016 ACM

    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 the author(s) 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].

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    • Published: 9 November 2016

    Permissions

    Request permissions about this article.

    Request Permissions

    Check for updates

    Qualifiers

    • research-article

    Acceptance Rates

    HotNets '16 Paper Acceptance Rate30of108submissions,28%Overall Acceptance Rate110of460submissions,24%

PDF Format

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader