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An exact algorithm for design of content delivery networks in MPLS environment

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Content delivery network (CDN) is an efficient and inexpensive method to improve Internet service quality. In this paper we formulate an optimisation problem of replica location in a CDN using MPLS techniques. A novelty, comparing to previous work on this subject, is modelling the network flow as connection-oriented and introduction of capacity constraint on network links to the problem. Since the considered optimisation problem is NP-complete, we propose and discuss exact algorithm based on the branch-and-cut and branch-and-bound methods. We present results of numerical experiments showing comparison of branch-and-cut and branch-and-bound methods.
Rocznik
Tom
Strony
13--22
Opis fizyczny
Bibliogr. 36 poz., rys.
Twórcy
autor
  • Chair of Systems and Computer Networks, Faculty of Electronics, Wrocław University of Technology, Wybrzeże Wyspiańskiego st 27, 50-370 Wrocław, Krzysztof.Walkowiak@pwr.wroc.pl
Bibliografia
  • [1] K. I. Aardal and C. P. M. van Hoesel, „Polyhedral techniques in combinatorial optimization II: computations and applications", Stat. Nederl., vol. 53, pp. 129-178, 1999.
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  • [9] O. Gunluk, „Branch-and-cut algorithm for capacitated network design problems", Math. Programm., vol. 86, pp. 17-39, 1999.
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  • [11] S. Jamin, Ch. Jin, Y. Jin, D. Raz, Y. Shavitt, and L. Zhang, „On the placement of Internet instrumentation", in Proc. IEEE INFO-COM 2000, Tel-Aviv, Israel, 2000, pp. 295-304.
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  • [16] B. Krishnamurthy, C. Wills, and Y. Zhang, „On the use and performance of content delivery networks", in Proc. ACM SIGCOMM Internet Measur. Worksh., San Francisco, USA, 2001.
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  • [29] K. Walkowiak, „Modelling of Web server replication system in MPLS networks", in Proc. Inform. Syst. Model. ISM 2002, Roznov pod Radhostem, Czech Republic, 2002, pp. 213-220.
  • [30] K. Walkowiak, „A new exact algorithm for Web replica location problem in MPLS networks", in Proc. Polish-Germany Teletraffic Symp. PGTS 2002, Gda«sk, Poland, 2002, pp. 307-314.
  • [31] K. Walkowiak, „Some approaches to solve a Web replica location problem in MPLS networks", in Internet Technologies, Applications and Societal Impact, W. Cellary and A. Iyengar, Eds. Boston [etc.]: Kluwer, 2002, pp. 61-72.
  • [32] K. Walkowiak, „On application of genetic algorithms to replica location problem", in Proc. Comput. Recogn. Syst. KOSYR 2003, Milków, Poland, 2003, pp. 445-450.
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Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPS2-0027-0045
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