QoS-predictions service: infrastructural support for proactive QoS- and context-aware mobile services

K.E. Wac, Aart van Halteren, D. Konstantas

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    13 Citations (Scopus)
    82 Downloads (Pure)

    Abstract

    Today’s mobile data applications aspire to deliver services to a user anywhere - anytime while fulfilling his Quality of Service (QoS) requirements. However, the success of the service delivery heavily relies on the QoS offered by the underlying networks. As the services operate in a heterogeneous networking environment, we argue that the generic information about the networks’ offered-QoS may enable an anyhow mobile service delivery based on an intelligent (proactive) selection of ‘any’ network available in the user’s context (location and time). Towards this direction, we develop a QoS-predictions service provider, which includes functionality for the acquisition of generic offered-QoS information and which, via a multidimensional processing and history-based reasoning, will provide predictions of the expected offered-QoS in a reliable and timely manner. We acquire the generic QoS-information from distributed mobile services’ components quantitatively (actively and passively) measuring the applicationlevel QoS, while the reasoning is based on statistical data mining and pattern recognition techniques.
    Original languageUndefined
    Title of host publicationProceedings of the International Workshop on Context-Aware Mobile Systems (CAMS)
    EditorsR meersman, Z Tari
    Place of PublicationBerlin
    PublisherSpringer
    Pages1924-1933
    Number of pages10
    ISBN (Print)3-540-48273-3
    DOIs
    Publication statusPublished - 30 Oct 2006

    Publication series

    NameLecture Notes in Computer Science
    PublisherSpringer Verlag
    Number2
    Volume4278

    Keywords

    • Context awareness
    • METIS-238162
    • EWI-6891
    • IR-66345
    • EC Grant Agreement nr.: FP6/508011
    • QoS

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