RAMP: A system for capturing and tracing provenance in MapReduce workflows

Proceedings of the VLDB Endowment

Volumn 4, Issue 12, 2011, Pages 1351-1354

  Park, Hyunjung ^a   Ikeda, Robert ^a   Widom, Jennifer ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MAP-REDUCE; PARALLEL EXECUTIONS; SENTIMENT ANALYSIS; USER INTERVENTION; WORK-FLOWS; WRAPPER-BASED APPROACH; REAL-WORLD;

FAULT TOLERANCE;

MAMMALS; SENTIMENT ANALYSIS;

EID: 84863753765     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (8)

1. Jaql. http://code.google.com/p/jaql/.
2. Apache. Hadoop. http://hadoop.apache.org/.
3. J. Dean and S. Ghemawat. MapReduce: Simplified data processing on large clusters. In OSDI, pages 137-150, 2004.
4. R. Ikeda, H. Park, and J. Widom. Provenance for generalized map and reduce workflows. In CIDR, pages 273-283, 2011.
5. C. Olston, B. Reed, U. Srivastava, R. Kumar, and A. Tomkins. Pig Latin: A not-so-foreign language for data processing. In SIGMOD, pages 1099-1110, 2008.
6. B. Pang and L. Lee. Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales. In ACL, pages 115-124, 2005.
7. A. Thusoo, J. S. Sarma, N. Jain, Z. Shao, P. Chakka, N. Zhang, S. Anthony, H. Liu, and R. Murthy. Hive: A petabyte scale data warehouse using hadoop. In ICDE, pages 996-1005, 2010.
8. J. Yang and J. Leskovec. Patterns of temporal variation in online media. In WSDM, pages 177-186, 2011.