Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/2600057.2602862acmconferencesArticle/Chapter ViewAbstractPublication PagesecConference Proceedingsconference-collections
research-article

Network formation games with heterogeneous players and the internet structure

Published: 01 June 2014 Publication History

Abstract

We study the structure and evolution of the Internet's Autonomous System (AS) interconnection topology as a game with heterogeneous players. In this network formation game, the utility of a player depends on the network structure, e.g., the distances between nodes and the cost of links. We analyze static properties of the game, such as the prices of anarchy and stability and provide explicit results concerning the generated topologies. Furthermore, we discuss dynamic aspects, demonstrating linear convergence rate and showing that only a restricted subset of equilibria is feasible under realistic dynamics. We also consider the case where utility (or monetary) transfers are allowed between the players.

References

[1]
Altman, E. 1994. Flow control using the theory of zero sum Markov games. IEEE Trans. Automat. Controll 39, 4.
[2]
Altman, E., Jimenez, T., Basar, T., and Shimkin, N. 2000. Competitive routing in networks with polynomial cost. In Proceedings IEEE INFOCOM 2000. Vol. 3. IEEE.
[3]
Àlvarez, C. and Fernàndez, A. 2012. Network Formation: Heterogeneous Traffic, Bilateral Contracting and Myopic Dynamics.
[4]
Anshelevich, E., Dasgupta, A., Tardos, E., and Wexler, T. 2003. Near-optimal network design with selfish agents. In Proc. thirty-fifth ACM Symp. Theory Comput. - STOC '03. ACM Press, New York, New York, USA, 511.
[5]
Anshelevich, E., Shepherd, F., and Wilfong, G. 2011. Strategic network formation through peering and service agreements. Games and Economic Behavior 73, 1.
[6]
Arcaute, E., Dyagilev, K., Johari, R., and Mannor, S. 2013. Dynamics in tree formation games. Games and Economic Behavior 79.
[7]
Arcaute, E., Johari, R., and Mannor, S. 2009. Network Formation: Bilateral Contracting and Myopic Dynamics. IEEE Trans. Automat. Control 54, 8.
[8]
Barabási, A. 1999. Emergence of Scaling in Random Networks. Science 286, 5439.
[9]
Borkar, V. S. and Manjunath, D. 2007. Distributed topology control of wireless networks. Wireless Networks 14, 5.
[10]
Charilas, D. E. and Panagopoulos, A. D. 2010. A survey on game theory applications in wireless networks. Computer Networks 54, 18.
[11]
Chen, Q., Chang, H., Govindan, R., and Jamin, S. 2002. The origin of power laws in Internet topologies revisited. In INFOCOM 2002. Proceedings. IEEE. Vol. 2.
[12]
Corbo, J. and Parkes, D. 2005. The price of selfish behavior in bilateral network formation. In Proc. PODC '05. ACM Press, New York, New York, USA, 99.
[13]
Demaine, E. D., Hajiaghayi, M., Mahini, H., and Zadimoghaddam, M. 2007. The price of anarchy in network creation games. In PODC. '07. ACM Press.
[14]
Fabrikant, A., Luthra, A., Maneva, E., Papadimitriou, C. H., and Shenker, S. 2003. On a network creation game. In PODC '03. ACM Press, 347--351.
[15]
Gregori, E., Lenzini, L., and Orsini, C. 2013. k-Dense communities in the Internet AS-level topology graph. Computer Networks 57, 1.
[16]
Jackson, M. O. and Wolinsky, A. 1996. A Strategic Model of Social and Economic Networks. Journal of Economic Theory 71, 1.
[17]
Johari, R., Mannor, S., and Tsitsiklis, J. N. 2006. A contract-based model for directed network formation. Games and Economic Behavior 56, 2.
[18]
Lazar, A., Orda, A., and Pendarakis, D. 1997. Virtual path bandwidth allocation in multiuser networks. IEEE/ACM Trans. Netw. 5, 6.
[19]
Lodhi, A., Dhamdhere, A., and Dovrolis, C. 2012. GENESIS: An agent-based model of interdomain network formation, traffic flow and economics. In 2012 Proc. IEEE INFOCOM. IEEE, 1197--1205.
[20]
Meirom, E. A., Mannor, S., and Orda, A. 2013. Formation Games and the Internet's Structure. http://arxiv.org/abs/1307.4102.
[21]
Nahir, A., Orda, A., and Freund, A. 2009. Topology Design and Control: A Game-Theoretic Perspective. In INFOCOM 2009, IEEE.
[22]
Nisan N., Roughgarden T., T. E. V. V., Ed. 2007. Algorithmic Game Theory. Cambridge University Press.
[23]
Orda, A., Rom, R., and Shimkin, N. 1993. Competitive routing in multiuser communication networks. IEEE/ACM Trans. Netw. 1, 5.
[24]
Roy, S., Ellis, C., Shiva, S., Dasgupta, D., Shandilya, V., and Wu, Q. 2010. A Survey of Game Theory as Applied to Network Security. HICSS 2010.
[25]
Siganos, G., Faloutsos, M., Faloutsos, P., and Faloutsos, C. 2003. Power laws and the AS-level internet topology. IEEE/ACM Trans. Netw. 11, 4.
[26]
Vandenbossche, J. and Demuynck, T. 2012. Network Formation with Heterogeneous Agents and Absolute Friction. Computational Economics.
[27]
Vázquez, A., Pastor-Satorras, R., and Vespignani, A. 2002. Large-scale topological and dynamical properties of the Internet. Physical Review E 65, 6, 066130.

Cited By

View all

Index Terms

  1. Network formation games with heterogeneous players and the internet structure

        Recommendations

        Comments

        Information & Contributors

        Information

        Published In

        cover image ACM Conferences
        EC '14: Proceedings of the fifteenth ACM conference on Economics and computation
        June 2014
        1028 pages
        ISBN:9781450325653
        DOI:10.1145/2600057
        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].

        Sponsors

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 01 June 2014

        Permissions

        Request permissions for this article.

        Check for updates

        Author Tags

        1. dynamic network formation games
        2. game theory
        3. inter-as topology; as heterogeneity
        4. internet evolution

        Qualifiers

        • Research-article

        Conference

        EC '14
        Sponsor:
        EC '14: ACM Conference on Economics and Computation
        June 8 - 12, 2014
        California, Palo Alto, USA

        Acceptance Rates

        EC '14 Paper Acceptance Rate 80 of 290 submissions, 28%;
        Overall Acceptance Rate 664 of 2,389 submissions, 28%

        Upcoming Conference

        EC '25
        The 25th ACM Conference on Economics and Computation
        July 7 - 11, 2025
        Stanford , CA , USA

        Contributors

        Other Metrics

        Bibliometrics & Citations

        Bibliometrics

        Article Metrics

        • Downloads (Last 12 months)6
        • Downloads (Last 6 weeks)1
        Reflects downloads up to 17 Feb 2025

        Other Metrics

        Citations

        Cited By

        View all
        • (2024)Balancing Interests: A Policy-Based Approach to Internet Peer Selection2024 IEEE 13th International Conference on Cloud Networking (CloudNet)10.1109/CloudNet62863.2024.10815879(1-6)Online publication date: 27-Nov-2024
        • (2024)Network creation with homophilic agentsSocial Choice and Welfare10.1007/s00355-024-01562-xOnline publication date: 5-Nov-2024
        • (2024)Stability of P2P Networks Under Greedy PeeringStructural Information and Communication Complexity10.1007/978-3-031-60603-8_20(359-383)Online publication date: 23-May-2024
        • (2023)The Impact of Cooperation in Bilateral Network CreationProceedings of the 2023 ACM Symposium on Principles of Distributed Computing10.1145/3583668.3594588(321-331)Online publication date: 19-Jun-2023
        • (2023)Quality competition among internet service providersPerformance Evaluation10.1016/j.peva.2023.102375162(102375)Online publication date: Nov-2023
        • (2019)Geometric Network Creation GamesThe 31st ACM Symposium on Parallelism in Algorithms and Architectures10.1145/3323165.3323199(323-332)Online publication date: 17-Jun-2019
        • (2019)Geometric spanner gamesTheoretical Computer Science10.1016/j.tcs.2019.07.020Online publication date: Jul-2019
        • (2019)On the Tree Conjecture for the Network Creation GameTheory of Computing Systems10.1007/s00224-019-09945-9Online publication date: 16-Aug-2019
        • (2018)Preferential Attachment as a Unique EquilibriumProceedings of the 2018 World Wide Web Conference10.1145/3178876.3186122(559-568)Online publication date: 10-Apr-2018
        • (2018)Designing Virus-Resistant, High-Performance Networks: A Game-Formation ApproachIEEE Transactions on Control of Network Systems10.1109/TCNS.2017.27478405:4(1682-1692)Online publication date: Dec-2018
        • Show More Cited By

        View Options

        Login options

        View options

        PDF

        View or Download as a PDF file.

        PDF

        eReader

        View online with eReader.

        eReader

        Figures

        Tables

        Media

        Share

        Share

        Share this Publication link

        Share on social media