Efficient XML storage based on DTM for read-oriented workloads

Makoto Yui, Jun Miyazaki, Shunsuke Uemura, Hirokazu Kato
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引用次数: 1

Abstract

We propose an XML storage scheme based on Document Table Model (DTM) which expresses an XML document as a table form. When performing query processing on large scale XML data, XML storage schemes on secondary storage and their access methods greatly affect the entire performance. For this reason, we developed an XQuery processing scheme in which an XML document is internally represented as a set of DTM blocks and can be directly stored on secondary storage. Our scheme is tailored for read-oriented workloads, and an XML document is stored on disks as arrays of nodes. We analyzed the actual data access patterns to DTM appeared in processing XML queries, and employed the combination of informed prefetching and scan-resistant buffer management based on the analysis. Our experimental results showed that our storage scheme outperforms competing schemes with respect to I/O-intensive workloads, and our sophisticated prefetching and caching increase overall throughput without significant drawbacks.
针对面向读的工作负载,基于DTM的高效XML存储
提出了一种基于文档表模型(Document Table Model, DTM)的XML存储方案,该方案将XML文档表示为表格形式。在对大规模XML数据进行查询处理时,二级存储上的XML存储模式及其访问方法对整体性能影响很大。出于这个原因,我们开发了一种XQuery处理方案,其中XML文档在内部表示为一组DTM块,并且可以直接存储在二级存储中。我们的方案是为面向读的工作负载量身定制的,XML文档作为节点数组存储在磁盘上。分析了在处理XML查询过程中对DTM的实际数据访问模式,并在此基础上采用了知情预取和防扫描缓冲区管理相结合的方法。我们的实验结果表明,在I/ o密集型工作负载方面,我们的存储方案优于竞争方案,我们复杂的预取和缓存提高了总体吞吐量,而没有明显的缺点。
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