PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
Powiadomienia systemowe
  • Sesja wygasła!
  • Sesja wygasła!
Tytuł artykułu

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

Autorzy
Treść / Zawartość
Identyfikatory
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.
  • [2] V. Arya, N. Garg, R. Khandekar, A. Meyerson, and V. Pandit, „Local search heuristics for k-median and facility location problems", in Proc. ACM Symp. Theory Comput., Hersonissos, Crete, Greece, 2001, pp. 21-29.
  • [3] M. Baentsch, L. Baum, G. Molter, S. Rothkugel, and P. Sturm, „World wide Web caching: the application-level view of the Internet", IEEE Commun. Mag., pp. 170-178, June 1997.
  • [4] J. Burns, T. Ott, A. Krzesi«ski, and K. Muller, „Path selection and bandwidth allocation in MPLS networks", Perform. Eval., vol. 52, pp. 133-152, 2003.
  • [5] M. Charikar and S. Guha, „Improved combinatorial algorithms for the facility location and k-median problems", in Proc. IEEE Symp. Found. Comput. Sci., New York, USA, 1999, pp. 378-388.
  • [6] B. Davison, „The design and evaluation of Web prefetching and caching techniques", Ph.D. thesis, 2002, http://www.cse.lehigh.edu/_brian/pubs/2002/thesis/
  • [7] L. Fratta, M. Gerla, and L. Kleinrock, „The flow deviation method: an approach to store-and-forward communication network design", Networks, vol. 3, pp. 97-133, 1973.
  • [8] S. Guha, A. Meyerson, and K. Munagala, „Improved approximation algorithms for fault-tolerant facility location", in Proc. ACM-SIAM Symp. Discr. Algor., Washington, USA, 2001, pp. 636-641.
  • [9] O. Gunluk, „Branch-and-cut algorithm for capacitated network design problems", Math. Programm., vol. 86, pp. 17-39, 1999.
  • [10] K. Jain, M. Mahdin, and A. Saberi, „A new greedy approach for facility location problems", in Proc. ACM Symp. Theory Comput., Montreal, Canada, 2002.
  • [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.
  • [12] S. Jamin, Ch. Jin, Y. Jin, A. Kurc, D. Raz, and Y. Shavitt, „Constrained mirror placement on the Internet", in Proc. IEEE INFO-COM 2001, Anchorage, Alaska, USA, 2001, pp. 31-40.
  • [13] R. Karp, „On the computational complexity of combinatorical problems", Networks, vol. 5, pp. 45-68, 1975.
  • [14] A. Kasprzak, Topological Design of Wide Area Networks. Wrocław: Wrocław University of Technology Press, 2001.
  • [15] L. Kennington, „A survey of linear cost multicommodity networks flows", Oper. Res., vol. 26, pp. 209-236, 1978.
  • [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.
  • [17] P. Krishnan, D. Raz, and Y. Shavitt, „The cache location problem", IEEE/ACM Trans. Netw., vol. 8, pp. 568-582, 2000.
  • [18] T. Li, „MPLS and the evolving Internet architecture", IEEE Commun. Mag., pp. 38-41, Dec. 1999.
  • [19] B. Li, M. Golin, G. Italiano, X. Deng, and K. Sohraby, „On the optimal placement of Web proxies in the Internet", in Proc. IEEE INFOCOM'99, New York, USA, 1999, pp. 1282-1290.
  • [20] J. Mitchell and E. Lee, „Branch-and-bound methods for integer programming", in Handbook of Applied Optimization. Oxford: Oxford University Press, 2002.
  • [21] J. Mitchell, „Branch-and-cut methods for combinatorial optimization problems", in Handbook of Applied Optimization. Oxford: Oxford University Press, 2002.
  • [22] M. Padberg and G. Rinaldi, „Optimization of a 532-city travelling salesman problem by branch-and-cut", Oper. Res. Lett., vol. 6, 1987.
  • [23] G. Peng, „CDN: content distribution networks", Tech. Rep., 2003, http://www.sunysb.edu/tr/rpe13.ps.gz
  • [24] L. Qiu, V. Padmanabhan, and G. Voelker, „On the placement of Web server replicas", in Proc. IEEE INFOCOM 2001, Anchorage, Alaska, USA, 2001, pp. 1587-1596.
  • [25] M. Rabinovich, „Issues in Web content replication", Data Eng. Bull., vol. 21, no. 4, 1998.
  • [26] E. Rosen, A. Viswanathan, and R. Callon, „Multiprotocol label switching architecture", RFC 3031, Jan. 2001.
  • [27] A. Vakali, „An evolutionary scheme for Web replication and caching", in Proc. 4th Int. Web Cach. Worksh., San Diego, USA, 1999.
  • [28] K. Walkowiak, „Designing of survivable Web caching", in Proc. 8th Polish Teletra_c Symp., Zakopane, Poland, 2001, pp. 171-181.
  • [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.
  • [33] K. Walkowiak, „A new approach to survivability of connection oriented networks", in Lectures Notes in Computer Science. Berlin, Heidelberg: Springer-Verlag, 2003, vol. 2657, pp. 501-510.
  • [34] J. Wang, „A survey of Web caching schemes for the Internet", ACM Comput. Commun. Rev., pp. 36-46, Oct. 1999.
  • [35] B. Williams, „Transparent Web caching solutions", in Proc. 3rd Int. WWW Cach. Worksh.|TF-Cache Meet., Manchester, England, 1998.
  • [36] A. Wierzbicki, „Internet cache location and design of content delivery networks", in Lectures Notes in Computer Science. Berlin, Heidelberg: Springer-Verlag, 2002, vol. 2376, pp. 69-82.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPS2-0027-0045
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.