GenBase: A Complex Analytics Genomics Benchmark

This paper introduces a new benchmark, designed to test database management system (DBMS) performance on a mix of data management tasks (joins, filters, etc.) and complex analytics (regression, singular value decomposition, etc.) Such mixed workloads are prevalent in a number of application areas, i...

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Bibliographic Details
Main Authors: Taft, Rebecca, Vartak, Manasi, Satish, Nadathur Rajagopalan, Sundaram, Narayanan, Madden, Samuel, Stonebraker, Michael
Other Authors: Sam Madden
Published: 2013
Online Access:http://hdl.handle.net/1721.1/82517