Performance evaluation of an online load change detection algorithm
Entity
UAM. Departamento de Tecnología Electrónica y de las ComunicacionesPublisher
Institute of Electrical and Electronics EngineersDate
2010Citation
10.1109/ICCAE.2010.5451956
2nd International Conference on Computer and Automation Engineering, ICCAE 2010. Volume 1. IEEE, 2010. 261 - 266
ISBN
978-1-4244-5586-7 (online); 978-1-4244-5585-0 (print)DOI
10.1109/ICCAE.2010.5451956Funded by
The authors would like to acknowledge the support of the Spanish Ministerio de Ciencia e Innovación (MICINN) to this work under the FPU fellowship program.Editor's Version
http://dx.doi.org/10.1109/ICCAE.2010.5451956Subjects
Algorithm validation; Change point detection; Component; Knowledge discovery; Network monitoring; Informática; TelecomunicacionesNote
Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. F. Mata, and J. Aracil, "Performance evaluation of an online load change detection algorithm", in 2nd International Conference on Computer and Automation Engineering, ICCAE 2010. Volume 1, p. 261 - 266Rights
© 2010 IEEEAbstract
In this paper we evaluate an online load change detection
algorithm, aimed to identify changes in traffic loads when
monitoring Internet links. This online change detector was first introduced
in [1] and produces an alert when a sustained and statistically
significant change has been detected. Then, the network manager
verifies the change and takes action if the change is truly relevant. We
show that the behavior of the algorithm with synthetically generated
time series is appropriate, and the obtained results are as expected.
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Google Scholar:Mata, Felipe
-
Aracil, Javier
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