• DocumentCode
    608082
  • Title

    Local Search Heuristics for Media Streams Planning Problem

  • Author

    Marek, Jiri ; Holub, Petr ; Rudova, Hana

  • Author_Institution
    Fac. of Inf., Masaryk Univ., Brno, Czech Republic
  • fYear
    2013
  • fDate
    25-28 March 2013
  • Firstpage
    945
  • Lastpage
    953
  • Abstract
    High-quality video-mediated communication uses data streams with high bitrates, often comparable to capacity of network links, it also demands latency to be as low as possible. The problem of finding the optimal solution to multi-point data distribution on application level while minimizing distribution latency is NP-complete. This paper presents a novel approach to solving the problem using local search methods. Experimental evaluation within the Co Universe framework shows that the proposed algorithm is capable of solving problems an order of magnitude larger than previously available approaches, while maintaining high quality of the solutions. The proposed approach also makes initial attempts toward handling of system dynamics and minimizing the impact on already participating users.
  • Keywords
    computer networks; minimisation; search problems; telecommunication links; video communication; video streaming; CoUniverse framework; NP-complete problem; data streams; distribution latency minimization; high-quality video-mediated communication; local search heuristic method; media stream planning problem; multipoint data distribution; optimal solution; system dynamics; Bit rate; Capacity planning; Collaboration; Heuristic algorithms; Linear programming; Optimization; Topology; Data transfer planning; collaborative environments; data networks; local search; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications (AINA), 2013 IEEE 27th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1550-445X
  • Print_ISBN
    978-1-4673-5550-6
  • Electronic_ISBN
    1550-445X
  • Type

    conf

  • DOI
    10.1109/AINA.2013.132
  • Filename
    6531855