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Title: Data generation for application-specific benchmarking
Authors: Tay, Y.C. 
Issue Date: Aug-2011
Citation: Tay, Y.C. (2011-08). Data generation for application-specific benchmarking. Proceedings of the VLDB Endowment 4 (12) : 1470-1473. ScholarBank@NUS Repository.
Abstract: The Transaction Processing Council (TPC) has played a pivotal role in the database industry's growth over the last twenty-five years. However, its handful of domain-specific benchmarks are increasingly irrelevant to the multitude of data-centric applications, and its top-down process is slow. This mismatch calls for a paradigm shift to a bottomup community effort to develop tools for application-specific benchmarking. Such a development program would center around techniques for synthetically scaling (up or down) an empirical dataset. This engineering effort in turn requires the development of a database theory on attribute value correlation. © 2011 VLDB Endowment.
Source Title: Proceedings of the VLDB Endowment
ISSN: 21508097
Appears in Collections:Staff Publications

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