An effective technique and practical utility for approximate query processing

This dissertation studies efficient and effective approximate query processing for decision support systems. A novel method that enables fast query processing and reliable approximation even in highly selective queries is proposed and evaluated. Also, utility software that enables the implementation...

Full description

Bibliographic Details
Main Author: Inoue, Tomohiro
Format: Thesis
Language:English
Published: Curtin University 2015
Online Access:http://hdl.handle.net/20.500.11937/417
Description
Summary:This dissertation studies efficient and effective approximate query processing for decision support systems. A novel method that enables fast query processing and reliable approximation even in highly selective queries is proposed and evaluated. Also, utility software that enables the implementation of the proposed method in databases and enables the execution of approximate query processing in SQL is developed as part of this research.