Abstract
Efficient and competitive provision of service compositions depends both on the composition structure, and on planning and management of computational resources necessary for provision. Resource constraints on the service provider side have impact on the provision of composite services and can cause violations of predefined SLA criteria. We propose a methodology for modeling dynamic behavior of provider-side orchestration provision systems, based on the structure of orchestrations that are provided, their interaction, statistically estimated run-time parameters (such as running time) based on log traces, and the model of resources necessary for orchestration provision. We illustrate the application of our proposed methodology on a non-trivial real world example, and validate the approach using a simulation experiment.
The research leading to these results has received funding from the European Community Seventh Framework Programme FP7/2007-2013 under grant agreement 215483 (S-Cube). Dragan Ivanović and Manuel Carro were also partially supported by Spanish MEC project 2008-05624/TIN DOVES and CM project P2009/TIC/1465 (PROMETIDOS).
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
van der Aalst, W.: Don’t Go With the Flow: Web Services Composition Standards Exposed. IEEE Intelligent Systems (January/February 2003)
Andrews, T., Curbera, F., Dholakia, H., Goland, Y., Klein, J., Leymann, F., Liu, K., Roller, D., Smith, D., Thatte, S., Trickovic, I., Weerawarana, S.: Business Process Execution Language for Web Services (2003)
van der Aalst, W.M.P., ter Hofstede, A.H.M.: Yawl: yet another workflow language. Inf. Syst. 30(4), 245–275 (2005)
Esparza, J., Lakos, C. (eds.): ICATPN 2002. LNCS, vol. 2360. Springer, Heidelberg (2002)
van der Aalst, W.: Pi calculus versus petri nets: Let us eat ”humble pie” rather than further inflate the ”pi hype” (2003)
Michlmayr, A., Rosenberg, F., Leitner, P., Dustdar, S.: Comprehensive qos monitoring of web services and event-based sla violation detection. In: MWSOC 2009: Proceedings of the 4th International Workshop on Middleware for Service Oriented Computing, pp. 1–6. ACM, New York (2009)
Sterman, J.D.: Business Dynamics: Systems Thinking and Modeling for a Complex World. Irwin McGraw-Hill (2000)
An, L., Jeng, J.-J.: Web service management using system dynamics. In: ICWS, pp. 347–354. IEEE Computer Society, Los Alamitos (2005)
Lee, J.H., Han, Y.S., Kim, C.H.: It service management case based simulation analysis and design: Systems dynamics approach. In: International Conference on Convergence Information Technology, pp. 1559–1566 (2007)
Orta, E., Ruiz, M., Toro, M.: A system dynamics approach to web service capacity management. In: European Conference on Web Services, pp. 109–117 (2009)
Zhao, H., Tong, H.: A dynamic service composition model based on constraints. In: GCC, pp. 659–662 (2007)
Hamadi, R., Benatallah, B.: A petri net-based model for web service composition. In: ADC 2003: Proceedings of the 14th Australasian database conference, Darlinghurst, Australia, pp. 191–200. Australian Computer Society, Inc., Australia (2003)
van der Aalst, W., ter Hofstede, A., Kiepuszewski, B., Barros, A.: Workflow patterns. Distributed and Parallel Databases 14(3), 5–51 (2003)
WS-BPEL: Business Process Execution Language for Web Services Version 2.0 (April 2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ivanović, D., Treiber, M., Carro, M., Dustdar, S. (2010). Building Dynamic Models of Service Compositions with Simulation of Provision Resources. In: Parsons, J., Saeki, M., Shoval, P., Woo, C., Wand, Y. (eds) Conceptual Modeling – ER 2010. ER 2010. Lecture Notes in Computer Science, vol 6412. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16373-9_21
Download citation
DOI: https://doi.org/10.1007/978-3-642-16373-9_21
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16372-2
Online ISBN: 978-3-642-16373-9
eBook Packages: Computer ScienceComputer Science (R0)