HadoopDB: An architectural hybrid of mapreduce and DBMS technologies for analytical workloads

Proceedings of the VLDB Endowment

Volumn 2, Issue 1, 2009, Pages 922-933

  Abouzeid, Azza ^a   Bajda Pawlikowski, Kamil ^a   Abadi, Daniel ^a   Silberschatz, Avi ^a   Rasin, Alexander ^b  

^a YALE UNIVERSITY   (United States)

^b BROWN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; EFFICIENCY; HYBRID SYSTEMS; INFORMATION MANAGEMENT; SCALABILITY; VIRTUAL REALITY;

ANALYTICAL DATA; ANALYTICAL DATABASE; COMMODITY HARDWARE; MANAGEMENT APPLICATIONS; PARALLEL DATABASE; PRODUCTION ENVIRONMENTS; UNSTRUCTURED DATA; VIRTUALIZED ENVIRONMENT;

FAULT TOLERANCE;

EID: 79957809015     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/1687627.1687731     Document Type: Article

References (25)

1. Hadoop. Web Page. hadoop.apache.org/core/.
2. HadoopDB Project. Web page. db.cs.yale.edu/hadoopdb/hadoopdb.html.
3. Vertica. www.vertica.com/.
4. D. Abadi. What is the right way to measure scale? DBMS Musings Blog. dbmsmusings.blogspot.com/2009/06/what-is-right-way-to-measure-scale.html.
5. P. Barham, B. Dragovic, K. Fraser, S. Hand, T. Harris, A. Ho, R. Neugebauer, I. Pratt, and A. Warfield. Xen and the art of virtualization. In Proc. of SOSP, 2003.
6. R. Chaiken, B. Jenkins, P.-A. Larson, B. Ramsey, D. Shakib, S. Weaver, and J. Zhou. Scope: Easy and efficient parallel processing of massive data sets. In Proc. of VLDB, 2008.
7. G. Czajkowski. Sorting 1pb with mapreduce. googleblog.blogspot.com/2008/11/sorting-1pb-with-mapreduce.html.
8. J. Dean and S. Ghemawat. MapReduce: Simplified Data Processing on Large Clusters. In OSDI, 2004.
9. D. DeWitt and M. Stonebraker. MapReduce: A major step backwards. DatabaseColumn Blog. www.databasecolumn.com/2008/01/mapreduce-a-major-step-back.html.
10. D. J. DeWitt, R. H. Gerber, G. Graefe, M. L. Heytens, K. B. Kumar, and M. Muralikrishna. GAMMA - A High Performance Dataflow Database Machine. In VLDB '86, 1986.
11. Facebook. Hive. Web page. issues.apache.org/jira/browse/HADOOP-3601.
12. S. Fushimi, M. Kitsuregawa, and H. Tanaka. An Overview of The System Software of A Parallel Relational Database Machine. In VLDB '86, 1986.
13. Hadoop Project. Hadoop Cluster Setup. Web Page. hadoop.apache.org/core/docs/current/cluster_setup.html.
14. J. Hamilton. Cooperative expendable micro-slice servers (cems): Low cost, low power servers for internet-scale services. In Proc. of CIDR, 2009.
15. Hive Project. Hive SVN Repository. Accessed May 19th 2009. svn.apache.org/viewvc/hadoop/hive/.
16. J. N. Hoover. Start-Ups Bring Google's Parallel Processing To Data Warehousing. InformationWeek, August 29th, 2008.
17. S. Madden, D. DeWitt, and M. Stonebraker. Database parallelism choices greatly impact scalability. DatabaseColumn Blog. www.databasecolumn.com/2007/10/database-parallelism-choices.html.
18. Mayank Bawa. A $5.1M Addendum to our Series B. www.asterdata.com/blog/index.php/2009/02/25/a-51m-addendum-to-our-series-b/.
19. C. Monash. The 1-petabyte barrier is crumbling. www.networkworld.com/community/node/31439.
20. C. Monash. Cloudera presents the MapReduce bull case. DBMS2 Blog. www.dbms2.com/2009/04/15/cloudera-presents-the-mapreduce-bull-case/.
21. C. Olofson. Worldwide RDBMS 2005 vendor shares. Technical Report 201692, IDC, May 2006.
22. C. Olston, B. Reed, U. Srivastava, R. Kumar, and A. Tomkins. Pig latin: a not-so-foreign language for data processing. In Proc. of SIGMOD, 2008.
23. A. Pavlo, A. Rasin, S. Madden, M. Stonebraker, D. DeWitt, E. Paulson, L. Shrinivas, and D. J. Abadi. A Comparison of Approaches to Large Scale Data Analysis. In Proc. of SIGMOD, 2009.
24. M. Stonebraker, D. J. Abadi, A. Batkin, X. Chen, M. Cherniack, M. Ferreira, E. Lau, A. Lin, S. Madden, E. J. O'Neil, P. E. O'Neil, A. Rasin, N. Tran, and S. B. Zdonik. C-Store: A column-oriented DBMS. In VLDB, 2005.
25. D. Vesset. Worldwide data warehousing tools 2005 vendor shares. Technical Report 203229, IDC, August 2006.