Most probable paths and performance formulae for buffers with Gaussian input traffic

Article

Addie, Ron, Mannersalo, Petteri and Norros, Ilkka. 2002. "Most probable paths and performance formulae for buffers with Gaussian input traffic." European Transactions on Telecommunications. 13 (3), pp. 183-196.
Article Title

Most probable paths and performance formulae for buffers with Gaussian input traffic

ERA Journal ID39729
Article CategoryArticle
AuthorsAddie, Ron (Author), Mannersalo, Petteri (Author) and Norros, Ilkka (Author)
Journal TitleEuropean Transactions on Telecommunications
Journal Citation13 (3), pp. 183-196
Number of Pages23
Year2002
PublisherJohn Wiley & Sons
Place of PublicationUnited States
Web Address (URL)http://www3.interscience.wiley.com/cgi-bin/jtoc/104087069/
Abstract

[Abstract]: In this paper, performance formulae for a queue serving Gaussian traffic are presented.
The main technique employed is motivated by a general form of Schilder’s theorem, the large
deviation result for Gaussian processes. Most probable paths leading to a given buffer occupancy
are identified. Special attention is given to the case where the sample paths of the
Gaussian process are smooth. The performance approximations are compared with known
analytical results or by means of simulation. The approximations appear to be surprisingly
accurate.

Keywordstraffic modeling; performance evaluation; Gaussian traffic
ANZSRC Field of Research 2020490510. Stochastic analysis and modelling
400604. Network engineering
Public Notes

File reproduced in accordance with the copyright policy of the publisher/author.

Byline AffiliationsDepartment of Mathematics and Computing
VTT Technical Research Centre, Finland
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