Skip to Main content Skip to Navigation
Conference papers

On-Line Change Detection for Resource Allocation in Service-Oriented Systems

Abstract : In this paper, an on-line change detection algorithm for resource allocation in service-oriented systems is presented. The change detection is made basing on a dissimilarity measure between two estimated probability distributions. In our approach we take advantage of the fact that streams of requests in service-oriented systems can be modeled by non-homogenous Poisson processes. Thus, for Bhattacharyya distance measure and Kullback-Leibler divergence analytical expressions can be given. At the end of the paper a simulation study is presented. The aim of the simulation is to demonstrate an effect of applying adaptive approach in resource allocation problem.
Document type :
Conference papers
Complete list of metadata

Cited literature [16 references]  Display  Hide  Download
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Tuesday, September 13, 2016 - 3:19:44 PM
Last modification on : Tuesday, September 13, 2016 - 5:06:07 PM
Long-term archiving on: : Wednesday, December 14, 2016 - 2:08:22 PM


Files produced by the author(s)


Distributed under a Creative Commons Attribution 4.0 International License



Jakub M. Tomczak. On-Line Change Detection for Resource Allocation in Service-Oriented Systems. 3rd Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), Feb 2012, Costa de Caparica, Portugal. pp.51-58, ⟨10.1007/978-3-642-28255-3_6⟩. ⟨hal-01365566⟩



Record views


Files downloads