Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/36315
Title: MyBenchmark : generating databases for query workloads
Authors: Lo, E 
Cheng, N
Lin, WWK
Hon, WK
Choi, B
Keywords: Query Processing
Performance
Benchmarking
Data Generation
Issue Date: 2014
Publisher: Springer
Source: VLDB journal, 2014, v. 23, no. 6, p. 895-913 How to cite?
Journal: VLDB journal 
Abstract: To evaluate the performance of database applications and database management systems (DBMSs), we usually execute workloads of queries on generated databases of different sizes and then benchmark various measures such as respond time and throughput. This paper introduces MyBenchmark, a parallel data generation tool that takes a set of queries as input and generates database instances. Users of MyBenchmark can control the characteristics of the generated data as well as the characteristics of the resulting workload. Applications of MyBenchmark include DBMS testing, database application testing, and application-driven benchmarking. In this paper, we present the architecture and the implementation algorithms of MyBenchmark. Experimental results show that MyBenchmark is able to generate workload-aware databases for a variety of workloads including query workloads extracted from TPC-C, TPC-E, TPC-H, and TPC-W benchmarks.
URI: http://hdl.handle.net/10397/36315
ISSN: 1066-8888 (print)
0949-877X (online)
DOI: 10.1007/s00778-014-0354-1
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