BIBLIOGRAPHY

  1. Chaudhuri, “What next?: a half-dozen data management research goals for big data and the cloud,” in Proc. of the 31st PODS Symposium on Principles of Database Systems
  2. A.K and Madam Prabhu D., “No problem with Big Data. What do you mean by Big?,” Informatics, no. October, pp. 30–32, 2012.
  3. Atkinson, D. Dewitt, D. Maier, K. Dittrich, and S. Zdonik, “The Object-Oriented Database System Manifesto r,” pp. 1–17.
  4. Langford, “Parallel machine learning on big data,” XRDS Crossroads, ACM Mag. Students, vol. 19, no. 1, Sep. 2012.
  5. Apps and R. Scale, Big Data Sourcebook. 2014.
  6. L. Kersten, S. Idreos, S. Manegold, and E. Liarou, “The Researcher’s Guide to the Data Deluge : Querying a Scientific Database in Just a Few Seconds,” Proc. VLDB Endow., vol. 4, no. 12, 2011.
  7. Hoffmann, “Looking back at big data,” Commun. ACM, vol. 56, no. 4, Apr. 2013.
  8. S. Vitter, “External memory algorithms and structures: dealing with Massive Data,” ACM Comput. Surv., vol. 33, no. 2, 2001.
  9. Cattell, “Scalable SQL and NoSQL data stores,” SIGMOD Rec., vol. 39, no. 4, May 2011.
  10. J. Sadalage and M. Fowler, NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot. 2012.
  11. Ghemawat, H. Gobioff, and S.-T. Leung, “The Google file system,” in Proc. of the 19th ACM SOSP Symposium on Operating Systems Principles (SOSP’03), 2003, vol. 37, no. 5.
  12. Cafarella, A. Halevy, W. Hsieh, S. Muthukrishnan, R. Bayardo, O. Benjelloun, V. Ganapathy, Y. Matias, R. Pike, and R. Srikant, “Data Management Projects at Google,” SIGMOD Rec., vol. 37, no. 1, 2008.
  13. Dean and S. Ghemawat, “MapReduce: simplified data processing on large clusters,” Commun. ACM, vol. 51, no. 1, Jan. 2008.
  14. Borthakur, “HDFS Architecture Guide,” Apache Rep., pp. 1–13, 2010.
  15. Dittrich and J.-A. Quiané-Ruiz, “Efficient big data processing in Hadoop MapReduce,” Proc. VLDB Endow., vol. 5, no. 12, Aug. 2012.
  16. Li, B. C. Ooi, M. T. Özsu, and S. Wu, “Distributed data management using MapReduce,” ACM Comput. Surv., vol. 46, no. 3, Feb. 2014.
  17. Okcan and M. Riedewald, “Processing theta-joins using MapReduce,” in of the 2011 ACM SIGMOD Int. Conference on Management of Data (SIGMOD ’11), 2011.
  18. D. Ullman, “Designing good MapReduce algorithms,” XRDS Crossroads, ACM Mag. Students, vol. 19, no. 1, Sep. 2012.
  19. Chandar, “Join Algorithms using Map / Reduce,” Slides, 2010.
  20. Thusoo, J. Sen Sarma, N. Jain, Z. Shao, P. Chakka, N. Zhang, S. Antony, H. Liu, and R. Murthy, “Hive – a petabyte scale data warehouse using Hadoop,” in of the 26th ICDE Int. Conference on Data Engineering (ICDE’10), 2010.
  21. Olston, B. Reed, U. Srivastava, R. Kumar, and A. Tomkins, “Pig latin: a not-so-foreign language for data processing,” in of the 2008 ACM SIGMOD Int. Conference on Management of data (SIGMOD’08), 2008.
  22. R. Borkar, M. J. Carey, and C. Li, “Big data platforms: What’s next?,” XRDS Crossroads, ACM Mag. Students, vol. 19, no. 1, Sep. 2012.
  23. Abadi and D. J. Dewitt, “mapReduce and Parallel DBmss : friends or foes ?”
  24. Stonebraker, S. Madden, D. J. Abadi, S. Harizopoulos, N. Hachem, and P. Helland, “The end of an architectural era: (it’s time for a complete rewrite),” in Proc. of the 33rd VLDB Int. Conference on Very Large Data Bases (VLDB ’07), 2007.
  25. Mohan, “History repeats itself: sensible and NonsenSQL aspects of the NoSQL hoopla,” in Proc. of the 16th EDBT Int. Conference on Extending Database Technology (EDBT’13), 2013.
  26. Ren, Y. Kwon, M. Balazinska, and B. Howe, “Hadoop’s adolescence: an analysis of Hadoop usage in scientific workloads,” Proc. VLDB Endow., vol. 6, no. 10, Aug. 2013.
  27. C. Economics, “For Big Data Analytics There ’ s No Such Thing as Too Big,” no. March, pp. 1–20, 2012.
  28. Idreos, I. Alagiannis, R. Johnson, and A. Ailamaki, “Here are my Data Files. Here are my Queries. Where are my Results?,” in Proc. of the 5th CIDR Biennial Conference on Innovative Data Systems Research (CIDR’11), 2011.
  29. Michael and K. Miller, “Big Data: New opportunities and new challenges,” Computer (Long. Beach. Calif)., vol. 46, no. 6, 2013.