• DocumentCode
    2894233
  • Title

    Adapting Indexation to the Content, Context and Queries Characteristics in Distributed Multimedia Systems

  • Author

    Brut, Mihaela ; Codreanu, Dana ; Manzat, Ana-Maria ; Sedes, Florence

  • Author_Institution
    Inst. de Rech. en Inf. de Toulouse, Univ. Paul Sabatier, Toulouse, France
  • fYear
    2011
  • fDate
    Nov. 28 2011-Dec. 1 2011
  • Firstpage
    118
  • Lastpage
    125
  • Abstract
    Due to the dramatically increasing amount of multimedia contents in several application domains, effective and flexible solutions for distributed data indexation are essential. In the management of these multimedia contents, the indexing process is the most important resource consumer, in terms of data transfer over the network and CPU consumption. As result of our research, we located two points for reducing resource consumption: the limitation of multimedia content transfer over the network for indexing, as well as the reduction of multimedia indexing amount by employing only the most appropriate algorithms for performing indexation, only over the relevant contents. We present in this paper the solution developed in the context of the LINDO project for indexing multimedia content into a distributed system that originally address these two points by reducing as much as possible the resource consumption through (1) a distributed indexing technique that avoids multimedia transfer, (2) a flexible mechanism for selecting the indexing algorithms to be employed on each remote server, according to the multimedia content characteristics, its acquisition context and user queries history.
  • Keywords
    content management; distributed processing; indexing; multimedia computing; query processing; ubiquitous computing; CPU consumption; LINDO project; adapting indexation; content characteristics; context characteristics; data acquisition context; data transfer; distributed data indexation; distributed indexing technique; distributed multimedia system; distributed system; indexing algorithm; multimedia content characteristics; multimedia content indexing process; multimedia content management; multimedia content transfer; multimedia transfer; query characteristics; remote server; resource consumer; resource consumption; user query history; Context; Feature extraction; Indexing; Multimedia communication; Servers; Streaming media; Distributed Architecture; Dynamic indexation; Indexing algorithms selection; Multimedia Information Systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal-Image Technology and Internet-Based Systems (SITIS), 2011 Seventh International Conference on
  • Conference_Location
    Dijon
  • Print_ISBN
    978-1-4673-0431-3
  • Type

    conf

  • DOI
    10.1109/SITIS.2011.71
  • Filename
    6120638