Myriad: Scalable and expressive data generation

Proceedings of the VLDB Endowment

Volumn 5, Issue 12, 2012, Pages 1890-1893

  Alexandrov, Alexander ^a   Tzoumas, Kostas ^a   Markl, Volker ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BIG DATA; LARGE SCALE SYSTEMS; NUMBER THEORY;

DATA GENERATION; DATA SYSTEMS; PARALLEL EXECUTIONS; PSEUDO RANDOM NUMBER GENERATORS; RANDOM ACCESS; RESEARCH FOCUS; SEQUENTIAL DATA; SHARED NOTHING;

RANDOM NUMBER GENERATION;

EID: 84873130876     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2367502.2367530     Document Type: Article

References (9)

1. Apache Hadoop. http://hadoop.apache.org.
2. Myriad Toolkit. http://www.myriad-toolkit.com.
3. Transaction Processing Performance Council. http://www.tpc.org.
4. A. Alexandrov, B. Schiefer, J. Poelman, S. Ewen, T. Bodner, and V. Markl. Myriad - Parallel Data Generation on Shared-Nothing Architectures. In Architectures and Systems for Big Data (ASBD), 2011.
5. J. E. Hoag and C. W. Thompson. A Parallel General-Purpose Synthetic Data Generator. SIGMOD Rec., 36(1):19-24, 2007.
6. K. Houkjær, K. Torp, and R. Wind. Simple and Realistic Data Generation. In VLDB, pages 1243-1246, 2006.
7. J. Leskovec, D. Chakrabarti, J. M. Kleinberg, and C. Faloutsos. Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication. In PKDD, pages 133-145, 2005.
8. J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A. H. Byers. Big Data: The Next Frontier for Innovation, Competition, and Productivity. http://www.mckinsey.com/insights/mgi/ research/technology_and_innovation/big_ data_the_next_frontier_for_innovation, May 2011.
9. T. Rabl, M. Frank, H. M. Sergieh, and H. Kosch. A Data Generator for Cloud-Scale Benchmarking. In TPCTC, pages 41-56, 2010.