计算机工程2017,Vol.43Issue(1):213-218,6.DOI:10.3969/j.issn.1000-3428.2017.01.037
分布式数据库事务分类策略研究
Study of Transaction Classification Strategy in Distributed Database
摘要
Abstract
In view of the problem that the distributed database system needs to specify the execution site for transactions in advance,this paper proposes a transaction classification deployment strategy of distributed database by analyzing the distributed database query cost model.The similar transactions which are clustered by hierarchical clustering algorithm are deployed to the same site.Query matrix and similarity matrix are constructed for query transaction in the clustering process.Experimental results show that under the conditions that each slice has the same redundancy,test table data are more than 1 million and the number of concurrent people is 100,the distributed database system based on this strategy has shorter concurrent query time and faster system response rate than centralized database system.关键词
分布式数据库/层次聚类算法/查询矩阵/相似度矩阵/事务聚类/并发查询时间Key words
distributed database/hierarchical clustering algorithm/query matrix/similarity matrix/transaction clustering/concurrent query time分类
信息技术与安全科学引用本文复制引用
童记超,林基明,陈鹤,张向利,班文娇..分布式数据库事务分类策略研究[J].计算机工程,2017,43(1):213-218,6.基金项目
国家自然科学基金(6136031) (6136031)
广西自然科学基金(2014GXNSFAA118387) (2014GXNSFAA118387)
广西信息科学实验中心资助项目(KF1408). (KF1408)