Design and implementation of a cache-based granular computing system
Xiaoxia Huang1, Lun Cheng
1Department of Computer, Shanghai Maritime University
Available Online October 2007.
- 10.2991/iske.2007.71How to use a DOI?
- Granular Computing, Cache, Data Mining, Attribute Granule, Schedule algorithm
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.
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Xiaoxia Huang AU - Lun Cheng PY - 2007/10 DA - 2007/10 TI - Design and implementation of a cache-based granular computing system BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 422 EP - 427 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.71 DO - 10.2991/iske.2007.71 ID - Huang2007/10 ER -