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

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

doi:10.1007/11915072_100

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 proceeding › Conference contribution › Academic › peer-review

15 Citations (Scopus)

122 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 language	Undefined
Title of host publication	Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS)
Editors	R meersman, Z Tari
Place of Publication	Berlin
Publisher	Springer
Pages	1924-1933
Number of pages	10
ISBN (Print)	3-540-48273-3
DOIs	https://doi.org/10.1007/11915072_100
Publication status	Published - 30 Oct 2006
Event	International Workshop on Context-Aware Mobile Systems (CAMS), Montpellier, France: Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS) - Berlin Duration: 30 Oct 2006 → …

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer Verlag
Number	2
Volume	4278

Conference

Conference	International Workshop on Context-Aware Mobile Systems (CAMS), Montpellier, France
City	Berlin
Period	30/10/06 → …

Keywords

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

Access to Document

10.1007/11915072_100

Cite this

Wac, K. E., van Halteren, A., & Konstantas, D. (2006). QoS-predictions service: infrastructural support for proactive QoS- and context-aware mobile services. In R. meersman, & Z. Tari (Eds.), Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS) (pp. 1924-1933). [10.1007/11915072_100] (Lecture Notes in Computer Science; Vol. 4278, No. 2). Springer. https://doi.org/10.1007/11915072_100

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abstract = "Today{\textquoteright}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{\textquoteright} offered-QoS may enable an anyhow mobile service delivery based on an intelligent (proactive) selection of {\textquoteleft}any{\textquoteright} network available in the user{\textquoteright}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{\textquoteright} components quantitatively (actively and passively) measuring the applicationlevel QoS, while the reasoning is based on statistical data mining and pattern recognition techniques.",

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Wac, KE, van Halteren, A & Konstantas, D 2006, QoS-predictions service: infrastructural support for proactive QoS- and context-aware mobile services. in R meersman & Z Tari (eds), Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS)., 10.1007/11915072_100, Lecture Notes in Computer Science, no. 2, vol. 4278, Springer, Berlin, pp. 1924-1933, International Workshop on Context-Aware Mobile Systems (CAMS), Montpellier, France, Berlin, 30/10/06. https://doi.org/10.1007/11915072_100

QoS-predictions service: infrastructural support for proactive QoS- and context-aware mobile services. / Wac, K.E.; van Halteren, Aart; Konstantas, D.
Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS). ed. / R meersman; Z Tari. Berlin: Springer, 2006. p. 1924-1933 10.1007/11915072_100 (Lecture Notes in Computer Science; Vol. 4278, No. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Wac KE, van Halteren A, Konstantas D. QoS-predictions service: infrastructural support for proactive QoS- and context-aware mobile services. In meersman R, Tari Z, editors, Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS). Berlin: Springer. 2006. p. 1924-1933. 10.1007/11915072_100. (Lecture Notes in Computer Science; 2). doi: 10.1007/11915072_100