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Analytics-as-a-service: confluence of big data, cloud computing and software-as-a-service

Published: 18 November 2013 Publication History

Abstract

This paper examines Analytics-as-a-Service as a confluence of Big Data, Cloud Computing and Software-as-a-Service. It states the challenges in developing the technology and sets a research agenda for the work.

References

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Apte, C., Dietrich, B., and Fleming, M., 2012. Business Leadership through Analytics. IBM Journal of Research and Development, Vol. 56(6), pp. 7:1--7:5, IBM.
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Chen, Y., Kreulen, J., Campbell, M., and Abrams, C., 2011. Analytics Ecosystem Transformation: A Force for Business Model Innovation. Proc of 2011 Annual SRII Global Conference, San Jose, California, pp. 11--20.
[3]
Dayal, E., Wilkinson, K., Simistis, A., Castellanos, M., and Paz, L., 2012. Optimization of Analytic Data Flows for Next Generation Business Intelligence Applications. Proc of the Third TPC Technology Conference on Performance Evaluation and Benchmarking (TPCTC 2011), LNCS 7144 (eds. R. Nambiar and M. Poess), Seatle, WA, USA, pp. 46--66.
[4]
Hollingsworth, D., 1995. The workflow reference model. Workflow Management Coalition. Retrieved August 2013. http://www.wfmc.org/standards/docs/tc003v11.pdf.
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Kulkarni, G., 2012. Cloud Computing-Software as Service. International Journal of Cloud Computing and Services Science (IJ-CLOSER), Vol. 1(1), pp. 11--16.
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Mell, P., and Grance, T., 2013. The NIST Definition of Cloud Computing. National Institute of Standards and Technology (NIST). Retrieved July 2013. http://csrc.nist.gov/publications/nistpubs/800-145/SP800-145.pdf.
[7]
Schroeck, M., Shockley, R., Smart, J., Romero-Morales, D., and Tufano, P., 2013. Analytics: The Real-world Use of Big Data. IBM Global Business Services. Retrieved June 2013 from http://www-03.ibm.com/systems/hu/resources/the_real_word_use_of_big_data.pdf,.
[8]
Talia, D., 2013. Clouds for Scalable Big Data Analytics. IEEE Computer, pp. 98--101, IEEE.
[9]
White, T., 2009. Hadoop: The Definitive Guide (1st Ed.). O'Reilly Media, Inc. 2009.

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Information & Contributors

Information

Published In

cover image DL Hosted proceedings
CASCON '13: Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
November 2013
449 pages

Sponsors

  • IBM Canada: IBM Canada
  • CAS: IBM Centers for Advanced Studies

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IBM Corp.

United States

Publication History

Published: 18 November 2013

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  • Research-article

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Overall Acceptance Rate 24 of 90 submissions, 27%

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