MapReduce и параллельные СУБД

Литература


  • Abadi, D.J., Madden, S.R., and Hachem, N. ColumnStores vs. RowStores: How Different Are They Really? In Proceedings of the SIGMOD Conference on Management of Data. ACM Press, New York, 2008. Имеется перевод на русский язык: Дэниэль Абади, Сэмюэль Мэдден, Набил Хачем. СУБД с хранением данных по столбцами и по строкам: насколько они отличаются в действительности?
  • Abadi, D.J., Marcus, A., Madden, S.R., and Hollenbach, K. Scalable Semantic Web Data Management Using Vertical Partitioning. In Proceedings of the 33rd International Conference on Very Large Databases, 2007.
  • Abadi, D.J. Column­Stores For Wide and Sparse Data. In Proceedings of the Conference on Innovative Data Systems Research, 2007.
  • Abouzeid, A., Bajda-Pawlikowski, K., Abadi, D.J., Silberschatz, A., and Rasin, A. HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads. In Proceedings of the Conference on Very Large Databases, 2009.
  • Boral, H. et al. Prototyping Bubba, a highly parallel database system. IEEE Transactions on Knowledge and Data Engineering 2, 1 (Mar. 1990), 4–24.
  • Chaiken, R., Jenkins, B., Larson, P., Ramsey, B., Shakib, D., Weaver, S., and Zhou, J. SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets. In Proceedings of the Conference on Very Large Databases, 2008.
  • Dean, J. and Ghemawat, S. MapReduce: Simplified data processing on large clusters. In Proceedings of the Sixth Conference on Operating System Design and Implementation (Berkeley, CA, 2004).
  • DeWitt, D.J. and Gray, J. Parallel database systems: The future of high-performance database systems. Commun. ACM 35, 6 (June 1992), 85–98. Имеется перевод на русский язык: Дэвид Девитт, Джим Грэй. Параллельные системы баз данных: будущее высоко эффективных систем баз данных.
  • DeWitt, D.J., Gerber, R.H., Graefe, G., Heytens, M.L., Kumar, K.B., and Muralikrishna, M. GAMMA - A High Performance Dataflow Database Machine. In Proceedings of the 12th International Conference on Very Large Databases. Morgan Kaufmann Publishers, Inc., 1986, 228–237.

  • Englert, S., Gray, J., Kocher, T., and Shah, P. A Benchmark of NonStop SQL Release 2 Demonstrating Near-Linear Speedup and Scaleup on Large Databases. Sigmetrics Performance Evaluation Review 18, 1 (1990), 1990, 245–246.


  • Fushimi, S., Kitsuregawa, M., and Tanaka, H. An Overview of The System Software of A Parallel Relational Database Machine GRACE. In Proceedings of the 12th International Conference on Very Large Databases, Morgan Kaufmann Publishers, Inc., 1986, 209–219.


  • Isard, M., Budiu, M., Yu, Y., Birrell, A., and Fetterly, D. Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks. SIGOPS Operating System Review 41, 3 (2007), 59–72.


  • Monash, C. Some very, very, very large data warehouses. In NetworkWorld.com community blog, May 12, 2009.


  • Monash, C. Cloudera presents the MapReduce bull case. In DBMS2.com blog, Apr. 15, 2009.


  • Olston, C., Reed, B., Srivastava, U., Kumar, R., and Tomkins, A. Pig Latin: A not-so-foreign language for data processing. In Proceedings of the SIGMOD Conference. ACM Press, New York, 2008, 1099–1110.


  • Patterson, D.A. Technical perspective: The data center is the computer. Commun. ACM 51, 1 (Jan. 2008), 105.


  • Pavlo, A., Paulson, E., Rasin, A., Abadi, D.J., DeWitt, D.J., Madden, S.R., and Stonebraker, M. A comparison of approaches to large-scale data analysis. In Proceedings of the 35th SIGMOD International Conference on Management of Data. ACM Press, NewYork, 2009, 165–178. Имеется перевод на русский язык: Эндрю Павло, Эрик Паулсон, Александр Разин, Дэниэль Абади, Дэвид Девитт, Сэмюэль Мэдден, Майкл Стоунбрейкер. Сравнение подходов к крупномасштабному анализу данных.


  • Stonebraker, M. and Rowe, L. The Design of Postgres. In Proceedings of the SIGMOD Conference, 1986, 340–355.


  • Stonebraker, M. The Case for Shared Nothing. Data Engineering 9 (Mar. 1986), 4–9.


  • Teradata Corp. Database Computer System Manual, Release 1.3. Los Angeles, CA, Feb. 1985.


  • Thusoo, A. et al. Hive A Warehousing Solution Over a MapReduce Framework. In Proceedings of the Conference on Very Large Databases, 2009, 1626–1629.



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