Title :
Distributed query optimization using reduction filters
Author :
Morrissey, J.M. ; Osborn, W.K.
Author_Institution :
Sch. of Comput. Sci., Windsor Univ., Ont., Canada
Abstract :
The optimization of general queries in a distributed database management system is an important research topic. The difficulty is to select the database operations which will process the query and minimize costs. Traditional solutions include the use of heuristic strategies based on semijoin or join operations. We present an approach for general queries which uses reduction filters, which are based on Bloom filters, to minimize data transfers and reduce local processing costs. We discuss related work and present our algorithm-illustrating it with a simple example. We end with a brief discussion of current and future work
Keywords :
database theory; distributed databases; optimisation; query processing; relational databases; Bloom filters; cost minimization; data transfer; database operations; distributed database; distributed query optimization; heuristic strategies; join operations; local processing costs; reduction filters; semijoin; Computer science; Costs; Database systems; Information filtering; Information filters; Query processing; Relational databases;
Conference_Titel :
Electrical and Computer Engineering, 1998. IEEE Canadian Conference on
Conference_Location :
Waterloo, Ont.
Print_ISBN :
0-7803-4314-X
DOI :
10.1109/CCECE.1998.685595