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SciPort: An Adaptable Scientific Data Integration Platform for Collaborative Scientific Research

机译:Sciport:适用于协作科学研究的适应性科学数据集成平台

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Scientific data are posing new challenges to data management due to the large volume, complexity and heterogeneity of the data. Meanwhile, scientific collaboration becomes increasingly important, which relies on integrating and sharing data from distributed institutions. In this demo, we present SciPort, a Web-based platform on supporting scientific data management and integration based on peer-to-peer architectures, where researchers can easily collect, publish, and share their complex scientific data across multi-institutions. SciPort provides a general metadata based data model to capture the context description of experiments and link experiment data into comprehensive metadata documents, and supports a hierarchical organization of the overall data space for data browsing. SciPort takes two alternative "peer"-to-"peer" ( or peer-database-to-peer-database) based approaches to integrate scientific data: pure peer-to-peer architecture and central server based peer-to-peer architecture. The later provides a virtual view of all published data from multiple local sites and supports complex queries with XQuery. The system provides a unified framework for adaptable architectures and customizable schemas, and supplies comprehensive tool set to manage and share scientific data. SciPort was first prototyped in Siemens Corporate Research, and now becomes a mature product and has been successfully used in both biomedical research and clinical trials for scientific research communities.
机译:由于数据的大量,复杂性和异质性,科学数据对数据管理产生了新的挑战。同时,科学合作变得越来越重要,依赖于集成和共享分布式机构的数据。在此演示中,我们展示了一个基于网络数据管理和基于点对点架构的科学数据管理和集成的基于网络的平台,在那里研究人员可以轻松收集,发布和分享他们在多机构的复杂科学数据。 Sciport提供了一种基于元数据的基于元数据,可以捕获实验的上下文描述并将实验数据链接到全面的元数据文档中,并支持用于数据浏览的总数据空间的分层组织。 Sciport采用两种替代的“对等” - 基于“(或对等体数据库)的方法来集成科学数据:纯的对等体系结构和基于中心服务器的对等体系结构。稍后提供了来自多个本地站点的所有已发布数据的虚拟视图,并支持具有XQuery的复杂查询。该系统为适应性架构和可自定义的模式提供统一的框架,并提供全面的工具集以管理和共享科学数据。 Sciport在西门子企业研究中首次进行了原型化,现在成为一个成熟的产品,并已成功用于科研社区的生物医学研究和临床试验。

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