Stochastic analysis of BPMN with time in rewriting logic

Francisco Durán, Camilo Rocha, Gwen Salaün

Research output: Contribution to journalArticlepeer-review

24 Scopus citations

Abstract

A business process is a set of structured activities that provide a certain service or product. Business processes can be modeled using the BPMN standard, and several industrial platforms have been developed for supporting their design, modeling, and simulation. This paper presents a rewriting logic executable specification of BPMN with time and extended with probabilities. Duration times and delays for tasks and flows can be specified as stochastic expressions, while probabilities are associated to various forms of branching behavior in gateways. These quantities enable discrete-event simulation and automatic stochastic verification of properties such as expected processing time, expected synchronization time at merge gateways, and domain-specific quantitative assertions. The mechanization of the stochastic analysis tasks is done with Maude's statistical model checker PVeStA. The approach is illustrated with a running example and further experimental results encompass specifications from the literature.

Original languageEnglish
Pages (from-to)1-17
Number of pages17
JournalScience of Computer Programming
Volume168
DOIs
StatePublished - 15 Dec 2018

Keywords

  • BPMN business processes
  • Maude
  • Rewriting logic
  • Statistical model checking
  • Stochastic modeling and analysis

Fingerprint

Dive into the research topics of 'Stochastic analysis of BPMN with time in rewriting logic'. Together they form a unique fingerprint.

Cite this