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Complex Network Phenomena in Telecommunication Systems

Author

Listed:
  • Laura A. Schintler

    (George Mason University)

  • Sean P. Gorman

    (George Mason University)

  • Aura Reggiani

    (University of Bologna)

  • Roberto Patuelli

    (George Mason University)

  • Andy Gillespie

    (University of Newcastle)

  • Peter Nijkamp

    (Vrije Universiteit Amsterdam)

  • Jonathan Rutherford

    (University of Newcastle)

Abstract

Many networks such as the Internet have been found to possess scale-free and small-world network properties reflected by so-called power law distributions. Scale-free properties evolve in large complex networks through self-organizing processes and more specifically, preferential attachment. New nodes in a network tend to attach themselves to other vertices that are already well-connected. Because traffic is routed mainly through a few highly connected and concentrated vertices, the diameter of the network is small in comparison to other network structures, and movement through the network is therefore efficient. At the same time, this efficiency feature puts scale-free networks at risk for becoming disconnected or significantly disrupted when super-connected nodes are removed either unintentionally or through a targeted attack or external force. The present paper will examine and compare properties of telecommunications networks for both the United States and Europe. Both types of networks will be examined in terms of their network topology and specifically whether or not they are scale-free networks to be further explored by identifying and plotting power law distributions. Next, economic, political and cultural factors may be used to explain differences in network structures between the United States and Europe. In addition, the paper will identify data and modeling tools that are needed to facilitate further cross-Atlantic comparative studies of communications networks.

Suggested Citation

  • Laura A. Schintler & Sean P. Gorman & Aura Reggiani & Roberto Patuelli & Andy Gillespie & Peter Nijkamp & Jonathan Rutherford, 2004. "Complex Network Phenomena in Telecommunication Systems," Tinbergen Institute Discussion Papers 04-118/3, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20040118
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    File URL: https://papers.tinbergen.nl/04118.pdf
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    Cited by:

    1. Sheu Chen, 2010. "A Heuristic Algorithm for Hierarchical Hub-and-spoke Network of Time-definite Common Carrier Operation Planning Problem," Networks and Spatial Economics, Springer, vol. 10(4), pages 509-523, December.
    2. Stavros Rodokanakis & Irini Moustaki, 2010. "Evaluating the risk of unemployment: Comparison between the two most populated Greek regions with the entire country," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 71-94, June.
    3. Emmanouil Tranos & Peter Nijkamp, 2013. "The Death Of Distance Revisited: Cyber-Place, Physical And Relational Proximities," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 855-873, December.
    4. Aura Reggiani & Sara Signoretti & Peter Nijkamp & Alessandro Cento, 2009. "Network Measures in Civil Air Transport: A Case Study of Lufthansa," Lecture Notes in Economics and Mathematical Systems, in: Ahmad K. Naimzada & Silvana Stefani & Anna Torriero (ed.), Networks, Topology and Dynamics, pages 257-282, Springer.
    5. Stephanos Karagiannis & Dimitrios Apostolou, 2010. "Regional Tourism Development using Linear Programming and Vector Analysis," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 25-32, June.
    6. Georgios Karras, 2010. "REGIONAL ECONOMIC GROWTH AND CONVERGENCE, 1950-2007: Some Empirical Evidence," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 11-24, June.
    7. Evis Kushi & Enkela Caca, 2010. "Some Problems of the Micro, Small and Medium Enterprises in Albanian Holiday Hotels," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 63-70, June.
    8. Antoneta Polo, 2010. "Globalism - the important factor of the life of the countries of the region in general and of Albania in particular," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 33-40, June.
    9. De Montis, Andrea & Chessa, Alessandro & Campagna, Michele & Caschili, Simone & Deplano, Giancarlo, 2010. "Modeling commuting systems through a complex network analysis: A study of the Italian islands of Sardinia and Sicily," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 2(3), pages 39-55.
    10. Morton O’Kelly, 2015. "Network Hub Structure and Resilience," Networks and Spatial Economics, Springer, vol. 15(2), pages 235-251, June.
    11. Emmanouil Tranos & Peter Nijkamp, 2014. "Digital infrastructure and physical proximity," Chapters, in: André Torre & Frédéric Wallet (ed.), Regional Development and Proximity Relations, chapter 8, pages 267-290, Edward Elgar Publishing.
    12. Stilianos Alexiadis, 2010. "Interregional Differences in Adoptive Abilities: An Alternative Framework," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 41-52, June.
    13. Andrea De Montis & Marc Barthélemy & Alessandro Chessa & Alessandro Vespignani, 2007. "The Structure of Interurban Traffic: A Weighted Network Analysis," Environment and Planning B, , vol. 34(5), pages 905-924, October.
    14. Laurie Schintler & Rajendra Kulkarni & Sean Gorman & Roger Stough, 2007. "Using Raster-Based GIS and Graph Theory to Analyze Complex Networks," Networks and Spatial Economics, Springer, vol. 7(4), pages 301-313, December.
    15. Emmanouil Tranos, 2011. "The Topology and the Emerging Urban Geographies of the Internet Backbone and Aviation Networks in Europe: A Comparative Study," Environment and Planning A, , vol. 43(2), pages 378-392, February.
    16. Rudiger Hamm, 2010. "Some Supplementary Regional Economic Effects of a Premier League Soccer Club: Theoretical and empirical Considerations beyond Regional Multiplier Analysis," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 53-62, June.

    More about this item

    Keywords

    complex networks; telecommunications; power law distributions; exponential distributions; Europe and US;
    All these keywords.

    JEL classification:

    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • C16 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Econometric and Statistical Methods; Specific Distributions

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