QoS-Predictions Service: Infrastructural Support for Proactive QoS- and Context-Aware Mobile Services (Position Paper)

  • Katarzyna Wac
  • Aart van Halteren
  • Dimitri Konstantas
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4278)


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.


Mobile User Mobile Service Wireless Access Network Mobile Network Operator Heterogeneous Networking Environment 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Katarzyna Wac
    • 1
    • 2
  • Aart van Halteren
    • 2
  • Dimitri Konstantas
    • 1
    • 2
  1. 1.University of GenevaGenevaSwitzerland
  2. 2.University of TwenteAE EnschedeThe Netherlands

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