All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

M-Chord: A Scalable Distributed Similarity Search Structure

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F06%3A00015364" target="_blank" >RIV/00216224:14330/06:00015364 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    M-Chord: A Scalable Distributed Similarity Search Structure

  • Original language description

    The need for a retrieval based not on the attribute values but on the very data content has recently led to rise of the metric-based similarity search. The computational complexity of such a retrieval and large volumes of processed data call for distributed processing which allows to achieve scalability. In this paper, we propose M-Chord, a distributed data structure for metric-based similarity search. The structure takes advantage of the idea of a vector index method iDistance in order to transform theissue of similarity searching into the problem of interval search in one dimension. The proposed peer-to-peer organization, based on the Chord protocol, distributes the storage space and parallelizes the execution of similarity queries. Promising features of the structure are validated by experiments on the prototype implementation and two real-life datasets.

  • Czech name

    M-Chord: Škálovatelná distribuovaná struktura pro podobnostní vyhledávání

  • Czech description

    Clanek popisuje novy distribuovany system pro podobnostni vyhledavani v metrickych prostorech. System je zalozeny na peer-to-peer paradigmatu a vyuziva transformacni metodu iDistance a navigacni protokol Chord.

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2006

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    InfoScale '06: Proceedings of the 1st international conference on Scalable information systems

  • ISBN

    1-59593-428-6

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    1-10

  • Publisher name

    ACM Press

  • Place of publication

    New York, NY, USA

  • Event location

    Hong Kong

  • Event date

    May 30, 2006

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article