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Towards critical event monitoring, detection and prediction for self-adaptive future Internet applications

Towards critical event monitoring, detection and prediction for self-adaptive future Internet applications
Towards critical event monitoring, detection and prediction for self-adaptive future Internet applications
The Future Internet (FI) will be composed of a multitude of diverse types of services that offer flexible, remote access to software features, content, computing resources, and middleware solutions through different cloud delivery models, such as IaaS, PaaS and SaaS. Ultimately, this means that loosely coupled Internet services will form a comprehensive base for developing value added applications in an agile way. Unlike traditional application development, which uses computing resources and software components under local administrative control, FI applications will thus strongly depend on third-party services. To maintain their quality of service, those applications therefore need to dynamically and autonomously adapt to an unprecedented level of changes that may occur during runtime. In this paper, we present our recent experiences on monitoring, detection, and prediction of critical events for both software services and multimedia applications. Based on these findings we introduce potential directions for future research on self-adaptive FI applications, bringing together those research directions.
Metzger, A.
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Boniface, M.J.
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Engen, Vegard
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Phillips, Stephen
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Zlatev, Zlatko
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Metzger, A.
88394509-c0d0-4b71-a7fe-d2d4a92da1ce
Boniface, M.J.
f30bfd7d-20ed-451b-b405-34e3e22fdfba
Engen, Vegard
5ab4f73a-6cb5-4a58-9d89-ebced3182962
Phillips, Stephen
47610c30-a543-4bac-a96a-bc1fce564a59
Zlatev, Zlatko
8f2e3635-d76c-46e2-85b9-53cc223fee01

Metzger, A., Boniface, M.J., Engen, Vegard, Phillips, Stephen and Zlatev, Zlatko (2011) Towards critical event monitoring, detection and prediction for self-adaptive future Internet applications. 1st International Workshop on Adaptive Services for the Future Internet, Poznan, Poland. 27 Oct 2011. 9 pp .

Record type: Conference or Workshop Item (Paper)

Abstract

The Future Internet (FI) will be composed of a multitude of diverse types of services that offer flexible, remote access to software features, content, computing resources, and middleware solutions through different cloud delivery models, such as IaaS, PaaS and SaaS. Ultimately, this means that loosely coupled Internet services will form a comprehensive base for developing value added applications in an agile way. Unlike traditional application development, which uses computing resources and software components under local administrative control, FI applications will thus strongly depend on third-party services. To maintain their quality of service, those applications therefore need to dynamically and autonomously adapt to an unprecedented level of changes that may occur during runtime. In this paper, we present our recent experiences on monitoring, detection, and prediction of critical events for both software services and multimedia applications. Based on these findings we introduce potential directions for future research on self-adaptive FI applications, bringing together those research directions.

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Published date: 28 October 2011
Venue - Dates: 1st International Workshop on Adaptive Services for the Future Internet, Poznan, Poland, 2011-10-27 - 2011-10-27
Organisations: IT Innovation

Identifiers

Local EPrints ID: 355061
URI: http://eprints.soton.ac.uk/id/eprint/355061
PURE UUID: 2499af32-8d13-4206-8ed6-1d45e5f2b589
ORCID for Stephen Phillips: ORCID iD orcid.org/0000-0002-7901-0839

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Date deposited: 19 Aug 2013 11:43
Last modified: 09 Jul 2020 00:26

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Contributors

Author: A. Metzger
Author: M.J. Boniface
Author: Vegard Engen
Author: Stephen Phillips ORCID iD
Author: Zlatko Zlatev

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