分布式RDF存储与检索系统的实现与评价

Gergely Adamku, H. Stuckenschmidt
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引用次数: 23

摘要

人们普遍认为语义Web将建立在RDF的基础上。因此,语义Web的成功还取决于存储和访问RDF数据的可伸缩和可靠的基础设施的可用性。最近已经开发了许多存储和检索系统,但是尽管语义Web具有固有的分布式特性,大多数这些系统都不支持数据的分布式存储和检索。在本文中,我们报告了在现有RDF基础设施之上实现分布式存储和查询基础设施的经验。我们介绍了系统架构,并基于对基础架构的一组实验讨论了性能问题。最后,我们确定了仍然存在的性能瓶颈,并指出了进一步的改进。
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Implementation and evaluation of a distributed RDF storage and retrieval system
It is widely agreed that the semantic Web will be build on RDF. Therefore the success of the semantic Web also depends on the availability of a scalable and reliable infrastructure for storing and accessing RDF data. A number of storage and retrieval systems have been developed recently, but despite the inherently distributed nature of the semantic Web most of these systems do not support distributed storage and retrieval of data. In this paper we report our experiences with implementing a distributed storage and query infrastructure on top of an existing RDF infrastructure. We present the system architecture and discuss performance issues based on a set of experiments with the infrastructure. We conclude with an identification of remaining performance bottlenecks and point to further improvements.
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