A Data Generator for Database Benchmarks and its Performance Evaluation 


Vol. 10,  No. 6, pp. 907-916, Oct.  2003
10.3745/KIPSTD.2003.10.6.907


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  Abstract

Database benchmarks require efficient generation of large-scale data. This paper presents the system architecture, control flows, and characteristics of the data generator we have developed. The data generator features generation of large-scale data, column-by-column data generation, a number of data distributions and verification, and real data generation. An extensive comparison with other data generators in terms of function is also presented. Finally, empirical performance experiments between RAID systems and non-RAID one have been conducted to alleviate I/O Bottleneck. The test results can serve as guidelines to help configure system architecture.

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[IEEE Style]

O. E. Taeg, J. H. Jin, L. S. Ho, "A Data Generator for Database Benchmarks and its Performance Evaluation," The KIPS Transactions:PartD, vol. 10, no. 6, pp. 907-916, 2003. DOI: 10.3745/KIPSTD.2003.10.6.907.

[ACM Style]

Og Eun Taeg, Jeong Hoe Jin, and Lee Sang Ho. 2003. A Data Generator for Database Benchmarks and its Performance Evaluation. The KIPS Transactions:PartD, 10, 6, (2003), 907-916. DOI: 10.3745/KIPSTD.2003.10.6.907.

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