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A Simulation Framework for Socially Enhanced Applications

  • Conference paper
On the Move to Meaningful Internet Systems: OTM 2012 Workshops (OTM 2012)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 7567))

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Abstract

The emergence of complex computational problems, which cannot be solved solely by software and require human contribution, have brought the need of designing systems that efficiently manage a mix of software-based and human-based computational resources. Simulations are very appropriate for research on these systems, because they enable testing different scenarios, while avoiding the cost and time limitations of research in real systems. In this paper, we present a framework that enables the simulation of socially-enhanced applications utilizing both software and human based resources. Our framework addresses challenges in human-software environments, such as identifying relevant comparable metrics for mixed resources, mixed-resource selection, composition and scheduling algorithms, performance monitoring and analysis etc. We show the framework’s usefulness and usability through a use case.

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References

  1. Bermbach, D., Kern, R., Wichmann, P., Rath, S., Zirpins, C.: An extendable toolkit for managing quality of human-based electronic services. In: Human Computation. Volume WS-11-11 of AAAI Workshops. AAAI (2011)

    Google Scholar 

  2. Bernstein, M.S., Little, G., Miller, R.C., Hartmann, B., Ackerman, M.S., Karger, D.R., Crowell, D., Panovich, K., Ma, C.: Soylent: A word processor with a crowd inside. In: Proc. UIST 2010 (2010)

    Google Scholar 

  3. Buyya, R., Murshed, M.: Gridsim: A toolkit for the modeling and simulation of distributed resource management and scheduling for grid computing. Concurrency and Computation: Practice and Experience (CCPE) 14(13), 1175–1220 (2002)

    Article  MATH  Google Scholar 

  4. Calheiros, R.N., Ranjan, R., Rose, C.A.F.D., Buyya, R.: Cloudsim: A novel framework for modeling and simulation of cloud computing infrastructures and services. CoRR abs/0903.2525 (2009)

    Google Scholar 

  5. Chen, K.T., Wu, C.C., Chang, Y.C., Lei, C.L.: A crowdsourceable qoe evaluation framework for multimedia content. In: Proceedings of the 17th ACM International Conference on Multimedia, MM 2009, pp. 491–500. ACM, New York (2009)

    Chapter  Google Scholar 

  6. Paolacci, G., Chandler, J., Ipeirotis, P.G.: Running experiments on amazon mechanical turk. Judgment and Decision Making 5(5), 411–419 (2010)

    Google Scholar 

  7. Schall, D., Truong, H.L., Dustdar, S.: Unifying human and software services in web-scale collaborations. IEEE Internet Computing 12, 62–68 (2008)

    Article  MATH  Google Scholar 

  8. Shahaf, D., Horvitz, E.: Generalized task markets for human and machine computation. In: Fox, M., Poole, D. (eds.) AAAI. AAAI Press (2010)

    Google Scholar 

  9. Truong, H.L., Dustdar, S., Bhattacharya, K.: Programming hybrid services in the cloud. In: 10th International Conference on Service-oriented Computing (ICSOC 2012), Shanghai, China, Novemebr 12-16 (2012)

    Google Scholar 

  10. von Ahn, L.: Human Computation. PhD thesis, School of Computer Science, Carnegie Mellon University (2005)

    Google Scholar 

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Riveni, M., Truong, HL., Dustdar, S. (2012). A Simulation Framework for Socially Enhanced Applications. In: Herrero, P., Panetto, H., Meersman, R., Dillon, T. (eds) On the Move to Meaningful Internet Systems: OTM 2012 Workshops. OTM 2012. Lecture Notes in Computer Science, vol 7567. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33618-8_73

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  • DOI: https://doi.org/10.1007/978-3-642-33618-8_73

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33617-1

  • Online ISBN: 978-3-642-33618-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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