DocumentCode :
466038
Title :
Establishing more Suitable Distributed Plans for MultiNode-OLAP Systems
Author :
Loureiro, Jorge ; Belo, Orlando
Author_Institution :
Escola Superior de Tecnologia, Viseu
Volume :
5
fYear :
2006
fDate :
8-11 Oct. 2006
Firstpage :
3573
Lastpage :
3578
Abstract :
The materialization of multidimensional structures is a common way to speed up mostly aggregation queries. Its proper selection has triggered a huge variety of proposals. Any algorithm that aims to solve the cube selection problem needs a way to estimate query and maintenance costs, as minimizing costs is the objective function. This estimation is harder if a distribution of multidimensional structures is concerned, as algorithms as to deal with an additional dimension -space -translated as a set of spatially distributed storage and processing nodes, interconnected with a communication network. In this paper we present some algorithms especially designed to estimate query and maintenance cost at a MultiNode OLAP system in time units, using a distributed non-linear generalized cost model.
Keywords :
data mining; distributed databases; query processing; MultiNode-OLAP systems; aggregation queries; communication network; cube selection problem; distributed nonlinear generalized cost model; distributed processing; multidimensional structures; objective function; spatially distributed storage; Algorithm design and analysis; Capacitive sensors; Character generation; Communication networks; Cost function; Cybernetics; Information analysis; Multidimensional systems; Proposals; Stress;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
Type :
conf
DOI :
10.1109/ICSMC.2006.384683
Filename :
4274448
Link To Document :
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