摘要
为解决异步传播算法中视图增量计算时间过长、占用系统资源过多及某些错误补偿问题,提出了在数据源上进行延迟部分补偿的算法。该算法要求获取数据源的基表增量时记下增量的事务时间,在实化视图层记录已用于视图增量计算的基表增量的最大事务提交时间。当计算实化视图新的增量时,比较同一个数据源在实化视图层上的记录时间与增量子查询的执行时间,如果这段时间基表产生新的增量,则进行补偿查询。补偿过程采用单个数据源上的时间进行比较,避免了全局时间问题,也解决了现有部分补偿算法可能产生的错误。该算法利用基表之间的主外码约束来减少计算次数,提高计算效率。分析和实验表明,该算法在计算效率和正确性方面都有所提高。
The asynchronous propagation algorithms for view increment computing took quite a long time and consumed a lot of computer＇s system resources, and the result of the partial compensation might be even wrong sometimes. To solve these problems of compensation algorithms, a deferred partial compensation algorithm in data sources was proposed. In this algorithm, the transaction commit timestamp of table changes was kept in data sources, and the latest transaction commit timestamp which was computed for view change was stored. If the table changed between the timestamp which maintained sub-query and the latest transaction commit timestamp, compensation query had to be enforced. Because compensation process referred to the time of single information source, this algorithm avoided the problems of global time and possible errors. Additionally, this algorithm took advantage of the primary and foreign keys to reduce computational cost. Experimental results showed that the proposed algorithm exhibited improvements over the traditional ones.
出处
《计算机集成制造系统》
EI
CSCD
北大核心
2011年第5期1024-1031,共8页
Computer Integrated Manufacturing Systems
基金
广东省产学研资助项目(2007B090400095)
广东省科技攻关资助项目(2010B010600026)
教育部科学技术重点资助项目(210257)
广东高校优秀青年创新人才培养计划资助项目(LYM09028)~~
关键词
实化视图
异步传播
增量计算
部分补偿
数据仓库
算法
materialized view
asynchronous propagation
increment computing
partial compensation~ data ware-houses
algorithms
