Management of distributed knowledge encapsulated in embedded devices

Borja Ramis Ferrer, Sergii Iarovyi, Luis Gonzalez, Andrei Lobov, Jose L. Martinez Lastra

    Research output: Contribution to journalArticleScientificpeer-review

    5 Citations (Scopus)

    Abstract

    Embedded electronic devices are now to be found everywhere. In general, they can be used to collect different sorts of data (e.g. on temperature, humidity, illumination and locations). In some specific domains, such as industrial automation, embedded devices are used for process control. The devices may have a programme that can respond immediately to environmental changes perceived through sensors. In the control of large sites, where there are many devices, higher level decisions are made or processed in dedicated computers far away from the sources (devices) where the initial data are collected. This article shows how it is possible to manage portions of distributed knowledge, hosted in embedded devices, making it possible for each embedded device to hold and manage its piece of knowledge. In addition, presented approach allows keeping locus of control at the embedded device level, where the embedded device can make decisions knowing the status of the rest of the world, device contributions and their effects in the overall distributed system knowledge base.

    Original languageEnglish
    Pages (from-to)1-18
    Number of pages18
    JournalInternational Journal of Production Research
    Volume54
    Issue number18
    Early online date18 Dec 2015
    DOIs
    Publication statusPublished - 2016
    Publication typeA1 Journal article-refereed

    Keywords

    • distributed knowledge bases
    • distributed query processing
    • industrial automation
    • knowledge-based systems
    • ontologies

    Publication forum classification

    • Publication forum level 1

    ASJC Scopus subject areas

    • Industrial and Manufacturing Engineering
    • Management Science and Operations Research
    • Strategy and Management

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