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Gantz and D. Reinsel, \u201cThe digital universe in 2020: Big data, bigger digital shadows, and biggest growth in the far east,\u201d IDC iView: IDC Analyze the Future, vol.2007, pp.1-16, 2012."},{"key":"2","unstructured":"[2] N. Marz and J. Warren, Big Data: Principles and best practices of scalable realtime data systems, Manning Publications, 2015."},{"key":"3","doi-asserted-by":"crossref","unstructured":"[3] J. Dean and S. Ghemawat, \u201cMapReduce: simplified data processing on large clusters,\u201d Commun. ACM, vol.51, no.1, pp.107-113, Jan. 2008.","DOI":"10.1145\/1327452.1327492"},{"key":"4","unstructured":"[4] T. White, Hadoop: The definitive guide, O&apos;Reilly Media, 2012."},{"key":"5","unstructured":"[5] M. Zaharia, M. Chowdhury, M.J. Franklin, S. Shenker, and I. Stoica, \u201cSpark: Cluster computing with working sets,\u201d Proc. 2nd USENIX Conference on Hot Topics in Cloud Computing, HotCloud&apos;10, Berkeley, CA, USA, p.10, USENIX Association, 2010."},{"key":"6","unstructured":"[6] \u201cApache flink,\u201d http:\/\/flink.apache.org\/ (Last Visited Aug. 13, 2015)."},{"key":"7","unstructured":"[7] J. Gama, Knowledge Discovery from Data Streams, Chapman &amp; Hall\/CRC Data Mining and Knowledge Discovery Series, Chapman and Hall\/CRC, 2010."},{"key":"8","unstructured":"[8] \u201cApache storm,\u201d https:\/\/storm.apache.org\/ (Last Visited Aug. 13, 2015)."},{"key":"9","doi-asserted-by":"crossref","unstructured":"[9] L. Neumeyer, B. Robbins, A. Nair, and A. Kesari, \u201cS4: Distributed stream computing platform,\u201d 2010 IEEE International Conference on Data Mining Workshops, pp.170-177, 2010.","DOI":"10.1109\/ICDMW.2010.172"},{"key":"10","unstructured":"[10] \u201cApache samza,\u201d https:\/\/samza.apache.org\/ (Last Visited Aug. 13, 2015)."},{"key":"11","unstructured":"[11] T. Vanhove, J. Vandensteen, G. Van Seghbroeck, T. Wauters, and F. De Turck, \u201cKameleo: Design of a new platform-as-a-service for flexible data management,\u201d Proc. 2014 IEEE Network Operations and Management Symposium (NOMS), pp.1-4, 2014."},{"key":"12","doi-asserted-by":"crossref","unstructured":"[12] A. Jacobs, \u201cThe pathologies of big data,\u201d Commun. ACM, vol.52, no.8, pp.36-44, Aug. 2009.","DOI":"10.1145\/1536616.1536632"},{"key":"13","unstructured":"[13] P.J. Sadalage and M. Fowler, NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot Persistence, Addison-Wesley, 2012."},{"key":"14","doi-asserted-by":"crossref","unstructured":"[14] A. Maccioni, O. Cassano, Y. Luo, J. Castrej\u00f3n, and G. Vargas-Solar, \u201cNoXperanto: Crowdsourced polyglot persistence,\u201d Polibits, vol.50, pp.43-48, 2014.","DOI":"10.17562\/PB-50-6"},{"key":"15","doi-asserted-by":"crossref","unstructured":"[15] S. Prasad and S.B. Avinash, \u201cApplication of polyglot persistence to enhance performance of the energy data management systems,\u201d 2014 International Conference on Advances in Electronics Computers and Communications, pp.1-6, 2014.","DOI":"10.1109\/ICAECC.2014.7002444"},{"key":"16","doi-asserted-by":"crossref","unstructured":"[16] W. Fan and A. Bifet, \u201cMining big data: Current status, and forecast to the future,\u201d ACM SIGKDD Explorations Newsletter, vol.14, no.2, pp.1-5, 2013.","DOI":"10.1145\/2481244.2481246"},{"key":"17","doi-asserted-by":"crossref","unstructured":"[17] S. Perera and S. Suhothayan, \u201cSolution patterns for realtime streaming analytics,\u201d Proc. 9th ACM International Conference on Distributed Event-Based Systems, DEBS&apos;15, pp.247-255, 2015.","DOI":"10.1145\/2675743.2774214"},{"key":"18","unstructured":"[18] HPCC Systems, \u201cLambda architecture and HPCC systems,\u201d White Paper, Feb. 2014."},{"key":"19","unstructured":"[19] \u201cMapR,\u201d https:\/\/goo.gl\/SBdQEW (Last Visited Aug. 13, 2015)."},{"key":"20","unstructured":"[20] J. Kreps, \u201cQuestioning the lambda architecture,\u201d Online article, July 2014. http:\/\/radar.oreilly.com\/2014\/07\/questioning-the-lambda-archi tecture.html (Last Visited Aug. 7, 2015)."},{"key":"21","unstructured":"[21] T. Vanhove, P. Leroux, T. Wauters, and F. De Turck, \u201cTowards the design of a platform for abuse detection in osns using multimedial data analysis,\u201d 2013 IFIP\/IEEE International Symposium on Integrated Network Management (IM 2013), pp.1195-1198, 2013."},{"key":"22","unstructured":"[22] D. Abeyruwan, \u201cESB performance round 6.5,\u201d Tech. Rep., WSO2, Jan. 2013. http:\/\/wso2.com\/library\/articles\/2013\/01\/esb-performanc e-65\/"},{"key":"23","unstructured":"[23] A.C. Perera and R. Linton, \u201cESB performance round 7,\u201d Tech. Rep., AdroitLogic, Oct. 2013. http:\/\/esbperformance.org\/display\/comparison\/ESB+Performance"},{"key":"24","unstructured":"[24] S. Anfar, \u201cESB performance round 7.5,\u201d Tech. Rep., WSO2, Feb. 2014. http:\/\/wso2.com\/library\/articles\/2014\/02\/esb-performance-rou nd-7.5\/"},{"key":"25","unstructured":"[25] N. Garg, Apache Kafka, Packt Publishing, 2013."},{"key":"26","unstructured":"[26] K. 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