loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Nima Sharifimehr and Samira Sadaoui

Affiliation: University of Regina, Canada

ISBN: 978-989-8111-36-4

Keyword(s): Markovian Models, Workload Modeling, Enterprise Application Servers.

Related Ontology Subjects/Areas/Topics: Databases and Information Systems Integration ; e-Business ; Enterprise Information Systems ; Middleware Integration ; Middleware Platforms ; Software Measurement ; Technology Platforms

Abstract: In this paper, we present a Markovian modeling approach which is based on a combination of existing Semi-Markov and Dynamic Markov models. The proposed approach is designed to be an efficient statistical modeling tool to capture both actions intervals patterns and sequential behavioral patterns. A formal definition of this model and detailed algorithms for its implementation are illustrated. We show the applicability of our approach to model workload of enterprise application servers. However, the given formal definition of our proposed approach prepares a firm ground for academic researchers to investigate many other possible applications. Finally, we prove the accuracy of our dynamic semi-Markovian approach for the most chaotic situations.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.231.229.89

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Sharifimehr N.; Sadaoui S. and (2008). DYNAMIC SEMI-MARKOVIAN WORKLOAD MODELING.In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 4: ICEIS, ISBN 978-989-8111-36-4, pages 125-130. DOI: 10.5220/0001678801250130

@conference{iceis08,
author={Nima Sharifimehr and Samira Sadaoui},
title={DYNAMIC SEMI-MARKOVIAN WORKLOAD MODELING},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 4: ICEIS,},
year={2008},
pages={125-130},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001678801250130},
isbn={978-989-8111-36-4},
}

TY - CONF

JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 4: ICEIS,
TI - DYNAMIC SEMI-MARKOVIAN WORKLOAD MODELING
SN - 978-989-8111-36-4
AU - Sharifimehr, N.
AU - Sadaoui, S.
PY - 2008
SP - 125
EP - 130
DO - 10.5220/0001678801250130

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.