Data mining method and apparatus

A data mining method and apparatus where the method includes determining multiple execution steps of a data mining process, acquiring a correspondence between a physical resource required by each execution step in a running process and a physical resource occupied by input data of the data mining pr...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Wang, Fangshan, Tan, Weiguo
Format: Patent
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:A data mining method and apparatus where the method includes determining multiple execution steps of a data mining process, acquiring a correspondence between a physical resource required by each execution step in a running process and a physical resource occupied by input data of the data mining process, determining a node for executing each execution step, determining, according to a maximum amount of data of input data that can be processed by the node for executing each step, a maximum amount of data of input data that can be processed by the distributed system, and processing to-be-mined data in accordance with the data mining process according to the maximum amount of data of the input data that can be processed by the distributed system. The input data is accurately and effectively limited such that normal running of the system can be ensured.