Title :
Research Data Mining Architecture and Task Allocation Model Algorithm Based on Distributional Database
Author :
Zheng-Long Liu ; Yan-Mei Yang
Author_Institution :
Pre-clinical Coll. of North-Sichuan Med., Univ. Nanchong, Nanchong
Abstract :
With the accelerative development of modern society informationization, data and databases has rapidly increased. That demands the abroad application of distributed data mining (DDM) methods that can parallel to get the results in time. However the problem of minimizing the communications costs across limited bandwidth interconnection network in DDM is crucial now. Considering that, this paper proposes the architecture of distributed data mining, model of scheduling in distributed data mining and its algorithm to deal with it. To more optimize the result of the scheduling algorithm, genetic algorithm is also used in this paper.
Keywords :
data mining; distributed databases; genetic algorithms; information retrieval; scheduling; distributed data mining; distributional database; genetic algorithm; research data mining architecture; scheduling algorithm; task allocation model algorithm; Computer architecture; Computer networks; Concurrent computing; Data mining; Databases; Distributed computing; Distributed decision making; Educational institutions; Scheduling algorithm; Time sharing computer systems; data mining; distributed; genetic algorithm;
Conference_Titel :
Computer and Electrical Engineering, 2008. ICCEE 2008. International Conference on
Conference_Location :
Phuket
Print_ISBN :
978-0-7695-3504-3
DOI :
10.1109/ICCEE.2008.16