Efficient and Semantic OLAP Aggregation Queries in a Peer to Peer Network

摘要：

This paper presents TrackerCache system - a Peer to Peer (P2P) system for efficient serving OLAP queries and aggregation of data cubes in distributed data sharing system. TrackerCache system provides a central component called tracker, which acts as a directory, keeping track of all submitted queries and a list of peers caching their results. The key idea is to enable peers to share their local caches, to form an efficient and semantic distributed cache sharing system. For this issue, a query forwarding policy is introduced. To face inconsistent information in the client side cache, we proposed a knowledge replacement policy based on Binary Decision Tree (BDT) to evict unwanted data. Then, we present experimental evaluations to demonstrate the efficiency of our proposed solutions.

关键词： aggregate queries TrackerCache distributed data cache Peer to Peer network replacement policy

作者: Kehua Yang Agnes Manirakiza

作者单位: Department of Computer and Communication, Hunan University Changsha, 410082 Hunan, China

会议类型: 国际会议

会议名称: 2010 International Conference on Future Information Technology(2010年未来信息技术国际会议 ICFIT 2010)

会议地点: 长沙

会议语种:英文

页码: 267-271

在线出版日期: 2010-12-14（万方平台首次上网日期，不代表论文的发表时间）