Business artifact-centric modeling for real-time performance monitoring Conference

Liu, R, Vaculín, R, Shan, Z et al. (2011). Business artifact-centric modeling for real-time performance monitoring . LECTURE NOTES IN COMPUTER SCIENCE, 6896 LNCS 265-280. 10.1007/978-3-642-23059-2_21

cited authors

  • Liu, R; Vaculín, R; Shan, Z; Nigam, A; Wu, F

authors

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. © 2011 Springer-Verlag.

publication date

  • September 20, 2011

published in

Digital Object Identifier (DOI)

start page

  • 265

end page

  • 280

volume

  • 6896 LNCS