Executing multiple group by query using mapreduce approach: Implementation and optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6104 LNCS, Issue , 2010, Pages 652-661

  Pan, Jie ^a   Magoulès, Frédéric ^a   Le Biannic, Yann ^b  

^a ECOLE CENTRALE PARIS   (France)

^b SAP BusinessObjects   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COMMODITY HARDWARE; COMMUNICATION COST; DATA ANALYSIS; DATA SETS; IMPLEMENTATION AND OPTIMIZATION; MULTIPLE-GROUP; PARALLEL DATA; PARALLEL PROGRAMMING MODEL; RELATIONAL ALGEBRA; RESEARCH FIELDS; WEB CONTENT;

DATA PROCESSING; DATA REDUCTION; OPTIMIZATION; PROGRAM TRANSLATORS; SERVICE ORIENTED ARCHITECTURE (SOA);

PARALLEL PROGRAMMING;

EID: 77953739187     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13067-0_67     Document Type: Conference Paper

References (16)

1. Jeffrey, D., Sanjay, G.: MapReduce: Simplified data processing on large clusters. Communications of the ACM, 107-113 (2008)
2. Hung-chih, Y., Ali, D., et al.: Map-reduce-merge: simplified relational data processing on large clusters. In: SIGMOD 2007, pp. 1029-1040 (2007)
3. Lämmel, R.: Google's MapReduce programming model. Sci. Comput. Program, 208-237 (2007) (revisited)
4. GridGain, http://www.gridgain.com/
5. Hadoop, http://hadoop.apache.org/ (accessed, April 2009)
6. Zhimin, C., Vivek, N.: Efficient computation of multiple group by queries. In: SIGMOD 2005, pp. 263-274 (2005)
7. Grid'5000, https://www.grid5000.fr/
8. Dewitt, D.J., Gray, J.: Parallel database systems: the future of high performance database systems. Communications of the ACM, 85-98 (1992)
9. Hellerstein, J.: Parallel programming in the age of big data (2008)
10. Stephano, C.A., Mauro, N., et al.: Horizontal data partitioning in database design. In: SIGMOD 1982, pp. 128-136. ACM, New York (1982)
11. Cascading, http://www.cascading.org/
12. Chao, J., Christian, V., et al.: MRPGA: An Extension of MapReduce for Parallelizing Genetic Algorithms. In: ESCIENCE 2008, pp. 214-221 (2008)
13. Dionysios, L., Kenneth, Y., et al.: Ad-hoc data processing in the cloud. In: Proc. VLDB Endow., pp. 1472-1475 (2008)
14. Azza, A., Bajda-Pawlikowski, et al.: HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads. In: VLDB (2009)
15. Thusoo, A., Sarma, J.S., et al.: Hive - A Warehousing Solution Over a Map-Reduce Framework. In: VLDB (2009)
16. Christopher, O., Benjamin, R., et al.: Pig latin: a not-so-foreign language for data processing. In: SIGMOD 2008, pp. 1099-1110. ACM, New York (2008)