2008 · 16 citations · 6 references
ComputingComputer ScienceData AnalyticsData ManagementDatabasesDatabase ManagementQuery ManagementQuery ProcessingDatabase Management SystemsQuery Performance OptimizationScalable Database DesignScalable Database Systems
We demonstrate our prototype of the DBO database system. DBO is designed to facilitate scalable analytic processing over large data archives. DBO's analytic processing performance is competitive with other database systems; however, unlike any other existing research or industrial system, DBO maintains a statistically meaningful guess to the final answer to a query from start to finish during query processing. This guess may be quite accurate after only a few seconds or minutes, while answering a query exactly may take hours. This can result in significant savings in both user and computer time, since a user can abort a query as soon as he or she is happy with the guess' accuracy.
6
Joseph M. Hellerstein, Peter J. Haas, Helen J. Wang · 1997 · 928 citations · Full text
Ripple joins for online aggregation
Peter J. Haas, Joseph M. Hellerstein · ACM SIGMOD Record · 1999 · 367 citations
The Aqua approximate query answering system
Swarup Acharya, Phillip B. Gibbons, Viswanath Poosala et al. · ACM SIGMOD Record · 1999 · 195 citations · Full text
Ripple joins for online aggregation
Peter J. Haas, Joseph M. Hellerstein · 1999 · 170 citations · Full text
The Aqua approximate query answering system
Swarup Acharya, Phillip B. Gibbons, Viswanath Poosala et al. · 1999 · 110 citations