Please use this identifier to cite or link to this item:
Title: MyBenchmark : generating databases for query workloads
Authors: Lo, E 
Cheng, N
Lin, WWK
Hon, WK
Choi, B
Keywords: Query Processing
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.
ISSN: 1066-8888 (print)
0949-877X (online)
DOI: 10.1007/s00778-014-0354-1
Appears in Collections:Journal/Magazine Article

View full-text via PolyU eLinks SFX Query
Show full item record


Last Week
Last month
Citations as of Aug 13, 2017

Page view(s)

Last Week
Last month
Checked on Aug 13, 2017

Google ScholarTM



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.