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分布式数据流查询方案及优化
Query scheme and its optimization for distributed data stream
【摘要】 流式数据库系统是一种新型数据库系统,方便于执行连续数据流查询。许多基于流的应用都是分布式的,由于输入流速率及其他系统参数如可用的计算资源是易变的,所以一个流查询方案必须能适应这些变化。提出一种分布式流查询方案并进行了优化,使用元组响应时间及系统吞吐量来评价方案的性能。同时,通过实验和其他方案进行比较,证明了方案是最佳的。
【Abstract】 Stream database system is a new type of database system designed to facilitate the execution of queries to continuous streams of data.Many stream-based applications are inherently distributed.Since input stream rates and other system parameters such as the amount of available computing resources can fluctuate significantly,a stream query plan must be able to adapt to these changes.This paper proposed a distributed stream query plan and optimized,and defined performance metrics for response time and system throughput.The experimental result proves that this plan is optimal compared with other plans.
【Key words】 distributed data stream; query plan; query optimization; routing policy;
- 【文献出处】 计算机应用 ,Journal of Computer Applications , 编辑部邮箱 ,2009年07期
- 【分类号】TP311.13
- 【被引频次】5
- 【下载频次】142