Business artifact-centric modeling for real-time performance monitoring

Rong Liu, Roman Vaculín, Zhe Shan, Anil Nigam, Frederick Wu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

18 Scopus citations

Abstract

In activity-centric process paradigm, developing effective and efficient performance models is a hard and laborious problem with many challenges mainly because of the fragmented nature of this paradigm. In this paper, we propose a novel approach to performance monitoring based on business artifact-centric process paradigm. Business artifacts provide an appropriate base for explicit modeling of monitoring contexts. We develop a model-driven two-phase methodology for designing real-time monitoring models. This methodology allows domain experts or business users to focus on defining metric and KPI requirements while the detailed technical specification of monitoring models can be automatically generated from the requirements and underlying business artifacts. This approach dramatically simplifies design of monitoring models and also increases the understandability of monitoring results.

Original languageEnglish
Title of host publicationBusiness Process Management - 9th International Conference, BPM 2011, Proceedings
Pages265-280
Number of pages16
DOIs
StatePublished - 2011
Event9th International Conference on Business Process Management, BPM 2011 - Clermont-Ferrand, France
Duration: 30 Aug 20112 Sep 2011

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6896 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference9th International Conference on Business Process Management, BPM 2011
Country/TerritoryFrance
CityClermont-Ferrand
Period30/08/112/09/11

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