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Analysis of the Runtime Resource Provisioning of BPMN Processes Using Maude

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Rewriting Logic and Its Applications (WRLA 2020)

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Abstract

Companies are continuously adjusting their resources to their needs following different strategies. However, the dynamic provisioning strategies are hard to compare. This paper proposes an automatic analysis technique to evaluate and compare the execution time and resource occupancy of a business process relative to a workload and a provisioning strategy. Such analysis is performed on models conforming to an extension of BPMN with quantitative information, including resource availability and constraints. Within this framework, the approach is fully mechanized using a formal and executable specification in the rewriting logic framework, which relies on existing techniques and tools for simulating probabilistic and real-time specifications.

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Notes

  1. 1.

    Only inter-lane events are considered; to consider environment events, the environment may be added to the simulation model.

References

  1. Workflow resource patterns. BETA Working Paper Series, WP 127 (2004)

    Google Scholar 

  2. Signavio (2019). https://www.signavio.com

  3. Agha, G., Meseguer, J., Sen, K.: PMaude: rewrite-based specification language for probabilistic object systems. ENTCS 153(2), 213–239 (2006)

    Google Scholar 

  4. Bouhoula, A., Jouannaud, J.-P., Meseguer, J.: Specification and proof in membership equational logic. Theor. Comput. Sci. 236(1), 35–132 (2000)

    Article  MathSciNet  Google Scholar 

  5. Clavel, M., et al.: Maude: specification and programming in rewriting logic. Theor. Comput. Sci. 285(2), 187–243 (2002)

    Article  MathSciNet  Google Scholar 

  6. Clavel, M., et al.: All About Maude - A High-Performance Logical Framework, How to Specify, Program and Verify Systems in Rewriting Logic. LNCS, vol. 4350. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-71999-1

    Book  MATH  Google Scholar 

  7. Durán, F., et al.: Programming and symbolic computation in maude. J. Log. Algebraic Methods Program. 110, 100497 (2020)

    Article  MathSciNet  Google Scholar 

  8. Durán, F., Rocha, C., Salaün, G.: Stochastic analysis of BPMN with time in rewriting logic. Sci. Comput. Program. 168, 1–17 (2018)

    Article  Google Scholar 

  9. Durán, F., Rocha, C., Salaün, G.: A rewriting logic approach to resource allocation analysis in business process models. Sci. Comput. Program. 183, 102303 (2019)

    Article  Google Scholar 

  10. Di Francescomarino, C., Ghidini, C., Maggi, F.M., Petrucci, G., Yeshchenko, A.: An eye into the future: leveraging a-priori knowledge in predictive business process monitoring. In: Carmona, J., Engels, G., Kumar, A. (eds.) BPM 2017. LNCS, vol. 10445, pp. 252–268. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65000-5_15

    Chapter  Google Scholar 

  11. Havur, G., Cabanillas, C., Mendling, J., Polleres, A.: Resource allocation with dependencies in business process management systems. In: La Rosa, M., Loos, P., Pastor, O. (eds.) BPM 2016. LNBIP, vol. 260, pp. 3–19. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-45468-9_1

    Chapter  Google Scholar 

  12. ISO/IEC. International Standard 19510, Information technology - Business Process Model and Notation (2013)

    Google Scholar 

  13. Krishna, A., Poizat, P., Salaün, G.: VBPMN: automated verification of BPMN processes (tool paper). In: Polikarpova, N., Schneider, S. (eds.) IFM 2017. LNCS, vol. 10510, pp. 323–331. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-66845-1_21

    Chapter  Google Scholar 

  14. Leemans, S.J.J., Fahland, D., van der Aalst, W.M.P.: Scalable process discovery and conformance checking. Softw. Syst. Model. 17(2), 599–631 (2016). https://doi.org/10.1007/s10270-016-0545-x

    Article  Google Scholar 

  15. Meseguer, J.: Conditional rewriting logic as a unified model of concurrency. Theor. Comput. Sci. 96(1), 73–155 (1992)

    Article  MathSciNet  Google Scholar 

  16. Netjes, N., van der Aalst, W., Reijers, H.: Analysis of resource-constrained processes with colored Petri Nets. Proceedings of the CPN. DAIMI 576, 251–266 (2005)

    Google Scholar 

  17. Oliveira, C., Lima, R., Reijers, H., Ribeiro, J.: Quantitative analysis of resource-constrained business processes. Trans. Syst. Man Cybern. 42(3), 669–684 (2012)

    Article  Google Scholar 

  18. Ölveczky, P.C., Meseguer, J.: Semantics and pragmatics of real-time maude. High. Order Symb. Comput. 20(1–2), 161–196 (2007)

    Article  Google Scholar 

  19. Polato, M., Sperduti, A., Burattin, A., Leoni, M.: Time and activity sequence prediction of business process instances. Computing 100(9), 1005–1031 (2018). https://doi.org/10.1007/s00607-018-0593-x

    Article  MathSciNet  MATH  Google Scholar 

  20. Sperl, S., Havur, G., Steyskal, S., Cabanillas, C., Polleres, A., Haselböck, A.: Resource utilization prediction in decision-intensive business processes. In: Proceedings of SIMPDA, CEUR Workshop, pp. 128–141 (2017)

    Google Scholar 

  21. van der Aalst, W.M.P., De Masellis, R., Di Francescomarino, C., Ghidini, C.: Learning hybrid process models from events - process discovery without faking confidence. In: Carmona, J., Engels, G., Kumar, A. (eds.) BPM 2017. LNCS, vol. 10445, pp. 59–76. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-65000-5_4

    Chapter  Google Scholar 

  22. Walck, C.: Hand-book on statistical distributions for experimentalists. Technical report SUF-PFY/96-01, Universitet Stockholms, Stockholm, September 2007

    Google Scholar 

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Acknowledgements

The first author was partially supported by projects PGC2018-094905-B-I00 (Spanish MINECO/FEDER) and UMA18-FEDERJA-180 (J. Andalucía/FEDER). The second author was partially supported by CAPES, Colciencias, and INRIA via the STIC AmSud project “EPIC: EPistemic Interactive Concurrency” (Proc. No 88881.117603/2016-01) and by via the Colciencias ECOS-NORD project “FACTS: Foundational Approach to Computation in Today’s Society” (Proc. code 63561).

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Durán, F., Rocha, C., Salaün, G. (2020). Analysis of the Runtime Resource Provisioning of BPMN Processes Using Maude. In: Escobar, S., Martí-Oliet, N. (eds) Rewriting Logic and Its Applications. WRLA 2020. Lecture Notes in Computer Science(), vol 12328. Springer, Cham. https://doi.org/10.1007/978-3-030-63595-4_3

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  • DOI: https://doi.org/10.1007/978-3-030-63595-4_3

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