Design and Implementation of a Cache-based Granular Computing System

摘要：

This paper presents a multilayer cache-based attribute granular computing system. It can be used to implement algorithms based on attribute granular computing. After defining an attribute granule, it brings forward an operation and storage model. Six basic mapping operations and three suitable storage patterns are designed for all kinds of attribute granular computing and storage. A cache-based storage management with schedule algorithm can improve the efficiency of data access and solve the problem which is caused by the limited memory capacity. Finally a hierarchy cache-based attribute granular computing system is implemented.

关键词： Granular computing Cache Data mining Attribute granule Schedule algorithm

作者: Xiaoxia Huang Lun Cheng

作者单位: Department of Computer, Shanghai Maritime University, Shanghai 200135, P. R. China Department of Control Science and Engineering, Tongji University, Shanghai 200092, P. R. China

会议类型: 国际会议

会议名称: The 2007 International Conference on Intelligent Systems and Knowledge Engineering(第二届智能系统与知识工程国际会议)

会议地点: 成都

会议语种:英文

页码: 874-879

在线出版日期: 2007-10-15（万方平台首次上网日期，不代表论文的发表时间）