Abstract
On-the-fly adaptation is where adaptation activities are not explicitly represented at design time but are discovered and managed at run time considering all aspect of the execution environments. In this paper we present a comprehensive framework for the on-the-fly adaptation of highly dynamic service-based systems. The framework relies on advanced context-aware adaptation techniques that allow for i) incremental handling of complex adaptation problems by interleaving problem solving and solution execution, ii) reduction in the complexity of each adaptation problem by minimizing the search space according to the specific execution context, and iii) reuse of adaptation solutions by learning from past executions. We evaluate the applicability of the proposed approach on a real world scenario based on the operation of the Bremen sea port.
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Baresi, L., Guinea, S., Pasquale, L.: Self-healing BPEL processes with Dynamo and the JBoss rule engine. In: Proc. of ESSPE 2007, pp. 11–20. ACM (2007)
Bertoli, P., Pistore, M., Traverso, P.: Automated composition of web services via planning in asynchronous domains. Artif. Intell. 174(3-4), 316–361 (2010)
Böse, F., Piotrowski, J.: Autonomously controlled storage management in vehicle logistics applications of RFID and mobile computing systems. International Journal of RT Technologies: Research an Application 1(1), 57–76 (2009)
Bucchiarone, A., Marconi, A., Pistore, M., Raik, H.: Dynamic Adaptation of Fragment-based and Context-aware Business Processes. In: Proc. of ICWS 2012, pp. 33–41 (2012)
Bucchiarone, A., Antares Mezzina, C., Pistore, M.: Captlang: a language for context-aware and adaptable business processes. In: Proc. of VaMoS 2013, pp. 12:1–12:5. ACM (2013)
Colombo, M., Di Nitto, E., Mauri, M.: SCENE: A service composition execution environment supporting dynamic changes disciplined through rules. In: Dan, A., Lamersdorf, W. (eds.) ICSOC 2006. LNCS, vol. 4294, pp. 191–202. Springer, Heidelberg (2006)
Dal Lago, U., Pistore, M., Traverso, P.: Planning with a Language for Extended Goals. In: Proc. of AAAI 2002 (2002)
de Leoni, M.: Adaptive Process Management in Highly Dynamic and Pervasive Scenarios. In: Proc. of YR-SOC, pp. 83–97 (2009)
Eberle, H., Unger, T., Leymann, F.: Process fragments. In: Meersman, R., Dillon, T., Herrero, P. (eds.) OTM 2009, Part I. LNCS, vol. 5870, pp. 398–405. Springer, Heidelberg (2009)
Marconi, A., Pistore, M., Traverso, P.: Automated Composition of Web Services: the ASTRO Approach. IEEE Data Eng. Bull. 31(3), 23–26 (2008)
Mirandola, R., Potena, P.: A qos-based framework for the adaptation of service-based systems. Scalable Computing: Practice and Experience 12(1), 63–78 (2011)
Pfeffer, H., Linner, D., Steglich, S.: Dynamic adaptation of workflow based service compositions. In: Huang, D.-S., Wunsch II, D.C., Levine, D.S., Jo, K.-H. (eds.) ICIC 2008. LNCS, vol. 5226, pp. 763–774. Springer, Heidelberg (2008)
Pistore, M., Traverso, P., Paolucci, M., Wagner, M.: From software services to a future internet of services. In: Proc. of FIA 2009, pp. 183–192 (2009)
Raik, H., Bucchiarone, A., Khurshid, N., Marconi, A., Pistore, M.: Astro-captevo: Dynamic context-aware adaptation for service-based systems. In: Proc. of SERVICES 2012, pp. 385–392 (2012)
Spanoudakis, G., Zisman, A., Kozlenkov, A.: A service discovery framework for service centric systems. In: Proc. of IEEE SCC 2005, pp. 251–259 (2005)
Verma, K., Gomadam, K., Sheth, A.P., Miller, J.A., Wu, Z.: The METEOR-S approach for configuring and executing dynamic web processes. Technical report, University of Georgia, Athens (2005)
Wang, C., Pazat, J.L.: A two-phase online prediction approach for accurate and timely adaptation decision. In: Proc. of SCC 2012, pp. 218–225. IEEE Computer Society (2012)
Yan, Y., Poizat, P., Zhao, L.: Self-adaptive service composition through graphplan repair. In: Proc. of ICWS 2010, pp. 624–627 (2010)
Zhai, Y., Zhang, J., Lin, K.: Soa middleware support for service process reconfiguration with end-to-end qos constraints. In: Proc. of ICWS 2009, pp. 815–822 (2009)
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Bucchiarone, A., Marconi, A., Mezzina, C.A., Pistore, M., Raik, H. (2013). On-the-Fly Adaptation of Dynamic Service-Based Systems: Incrementality, Reduction and Reuse. In: Basu, S., Pautasso, C., Zhang, L., Fu, X. (eds) Service-Oriented Computing. ICSOC 2013. Lecture Notes in Computer Science, vol 8274. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-45005-1_11
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DOI: https://doi.org/10.1007/978-3-642-45005-1_11
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