Towards Energy-aware Optimisation of Business Processes

Beatriz López, Aditya Ghose, Tony Savarimuthu, Mariusz Nowostawski, Michael Winikoff, Stephen Cranefield

Abstract

Time dependent energy tariffs are a matter of concern to managers in organisations, who need to rethink how to allocate resources to business processes so that they take into account energy costs. However, due to the time-dependent costs, the resource optimisation problem needs to be redesigned. In this paper we formalise the energy-aware resource allocation problem, including time-dependent variable costs; and present a case study in which an auction mechanism is used to find a solution. Our results show how the choice of cost (energy, monetary, or duration) affects the schedules obtained.

References

  1. Ardagna, D., Cappiello, C., Lovera, M., Pernici, B., and Tanelli, M. (2008). Active energy-aware management of business-process based applications. In ServiceWave 7808, pages 183-195. Springer-Verlag.
  2. Cappiello, C., Fugini, M., Gangadharan, G., Ferreira, A., Pernici, B., and Plebani, P. (2010). First-step toward energy-aware adaptive business processes. In On the Move to Meaningful Internet Systems: OTM 2010, volume 6428 of LNCS, pages 6-7. Springer.
  3. Chevaleyre, Y., Dunne, P. E., Endriss, U., Lang, J., Lemaˆitre, M., Maudet, N., Padget, J., Phelps, S., Rodríguez-Aguilar, J. A., and Sousa, P. (2006). Issues in multiagent resource allocation. Informatica, 30:2006.
  4. Collins, J. and Gini, M. (2009). Scheduling tasks using combinatorial auctions: the MAGNET approach. In Adomavicius, G. and Gupta, A., editors, Business Computing, volume 3 of Handbooks in Information Systems, pages 263-294. Emerald.
  5. Ehrler, L., Fleurke, M., Purvis, M., Tony, B., and Savarimuthu, R. (2005). Agent based workflow management systems (WfMS): JBees - A distributed and adaptive WfMS with monitoring and controlling capabilities. Journal of Information Systems and eBusiness Management, 4(1):5-23.
  6. Gottwalt, S., Ketter, W., Block, C., Collins, J., and Weinhardt, C. (2011). Demand side management - A simulation of household behavior under variable prices. Energy Policy, 39(12):8163-8174.
  7. Hoesch-Klohe, K., Ghose, A., and Leˆ, L.-S. (2010). Towards green business process management. In Proceedings of the IEEE International Conference on Services Computing (SCC), pages 386-393.
  8. ISO (2011). Energy management systems - requirements with guidance for use. ISO 50001:2011, http://www.iso.org/iso/ (Accessed: 21.2.2012).
  9. Mihailescu, R.-C., Vasiran, M., and Ossowski, S. (2011). Dynamic coalition formation and adaptation for virtual power stations in smart grids. In Int. Workshop on Agent Technologies for Energy Systems (ATES).
  10. Nowak, A., Leymann, F., and Schumm, D. (2011). The differences and commonalities between green and conventional business process management. In 2011 IEEE Ninth Int. Conf. on Dependable, Autonomic and Secure Computing (DASC), pages 569 -576.
  11. Parkes, D. C., Kalagnanam, J., and Eso, M. (2001). Achieving budget-balance with Vickrey-based payment schemes in exchanges. In Int. Joint Conf. on Artificial Intelligence (IJCAI), pages 1161-1168.
  12. Ramchurn, S. D., Mezzetti, C., Giovannucci, A., Rodriguez, J. A., Dash, R. K., and Jennings, N. R. (2009). Trust-based mechanisms for robust and efficient task allocation in the presence of execution uncertainty. Journal of Artificial Intelligence Research, 35:119-159.
  13. Roche, R., Blunier, B., Miraoui, A., Hilaire, V., and Koukam, A. (2010). Multi-agent systems for grid energy management: A short review. In IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society, pages 3341-3346.
  14. Simonis, H. and Hadzic, T. (2010). An energy cost aware cumulative. In Third Int. Workshop on Bin Packing and Placement Constraints (BPPC). 6 pages.
  15. Syropoulos, A. (2001). Mathematics of multisets. In Calude, C., Paun, G., Rozenberg, G., and Salomaa, A., editors, Multiset Processing: Mathematical,Computer Science, and Molecular Computing Points of View, volume 2235 of LNCS, pages 347-358. Springer.
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Paper Citation


in Harvard Style

López B., Ghose A., Savarimuthu T., Nowostawski M., Winikoff M. and Cranefield S. (2014). Towards Energy-aware Optimisation of Business Processes . In Proceedings of the 3rd International Conference on Smart Grids and Green IT Systems - Volume 1: SMARTGREENS, ISBN 978-989-758-025-3, pages 68-75. DOI: 10.5220/0004809700680075


in Bibtex Style

@conference{smartgreens14,
author={Beatriz López and Aditya Ghose and Tony Savarimuthu and Mariusz Nowostawski and Michael Winikoff and Stephen Cranefield},
title={Towards Energy-aware Optimisation of Business Processes},
booktitle={Proceedings of the 3rd International Conference on Smart Grids and Green IT Systems - Volume 1: SMARTGREENS,},
year={2014},
pages={68-75},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004809700680075},
isbn={978-989-758-025-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 3rd International Conference on Smart Grids and Green IT Systems - Volume 1: SMARTGREENS,
TI - Towards Energy-aware Optimisation of Business Processes
SN - 978-989-758-025-3
AU - López B.
AU - Ghose A.
AU - Savarimuthu T.
AU - Nowostawski M.
AU - Winikoff M.
AU - Cranefield S.
PY - 2014
SP - 68
EP - 75
DO - 10.5220/0004809700680075