用于数据驱动的应用程序系统的分布式数据管理中间件

S. Langella, S. Hastings, S. Oster, T. Kurç, Ümit V. Çatalyürek, J. Saltz
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引用次数: 27

摘要

支持数据驱动的科学应用的一个关键挑战是在分布式环境中存储和管理输入和输出数据。我们描述了一个基于数据和元数据管理框架的分布式存储中间件来解决这个问题。在这个中间件系统中,应用程序使用XML模式定义其输入和输出数据的结构。该系统支持1)模式的注册、版本控制和管理,以及2)分布式数据库中与模式相对应的实例数据的存储、查询和检索管理。我们在一组通过广域网(wan)和局域网(lan)连接的PC集群上对该系统进行了实验评估。
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A distributed data management middleware for data-driven application systems
A key challenge in supporting data-driven scientific applications is the storage and management of input and output data in a distributed environment. We describe a distributed storage middleware, based on a data and metadata management framework, to address this problem. In this middleware system, applications define the structure of their input and output data using XML schemas. The system provides support for 1) registration, versioning, management of schemas, and 2) management of storage, querying, and retrieval of instance data corresponding to the schemas in distributed databases. We carry out an experimental evaluation of the system on a set of PC clusters connected over wide- (WANs) and local-area networks (LANs).
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