UpSizeR: Synthetically scaling an empirical relational database

• Main Authors: TAY, Y. C., DAI, Bing Tian, WANG, Daniel T., SUN, Eldora Y., LIN, Yong, LIN, Yuting
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: application-specific benchmarking; synthetic data generation; scale factor; empirical dataset; attribute value correlation; social networks; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2048; https://ink.library.smu.edu.sg/context/sis_research/article/3047/viewcontent/UpSizeRInfoSys_PP.pdf
• Institution: Singapore Management University

The TPC benchmarks have helped users evaluate database system performance at different scales. Although each benchmark is domain-specific, it is not equally relevant to different applications in the same domain. The present proliferation of applications also leaves many of them uncovered by the very...