面向聚集查询的语义缓存技术

Semantic Cache Technology for Aggregate Queries

将目前主要用于小规模数据库查询的语义缓存技术拓展到海量数据库的聚集查询中,以面向聚集查询的语义缓存形式模型为基础,构造了语义缓存StarCache.详细讨论了StarCache中的聚集查询处理、语义缓存替换管理和一致性维护等技术.StarCache已经集成在自主研发的并行数据库中间件StarTP中,并在一项大型国家工程中得到实际应用.

To process aggregate queries in massive database application efficiently, semantic cache technology is extended in this paper, which is mostly used in small scale database applications at present. Firstly, a formal semantic cache model for aggregate queries is proposed. Based on this model, a semantic cache system called StarCache is built. The key technologies of StarCache about aggregate query processing, cache replacement and consistency maintenance etc. are also discussed in this paper. StarCache has been integrated in StarTP, which is a parallel database middleware developed by a team of the National University of Defense Technology, and has been applied to a large national project.