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AN APPLICATION OF SERVICES BASED MODELLING PARADIGM TO THE HYDROLOGIC DOMAIN USING EWATER SOURCE

机译:基于服务的建模范式在水域水域中的应用

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The traditional paradigm for the deployment of hydrologic based models involves the capturing and testing of model concepts and numerical consistency for robustness and accuracy, which is then distributed as binary files with or without source code. The model software is then populated with data and parameters, and run locally within the modeller's organisation, often on their own desktop. This modelling workflow is used by many organisations; however, there are several limitations and potential issues. Once the software is outside the developer's organisation they rely on the modeller to apply updates and bug fixes in a timely manner, and to correctly describe the model version used for reporting. The developer also loses control of the quality and suitability of the input data for a particular application of the model. With the more prevalent access to high bandwidth internet and flexible computing infrastructure there is an increased opportunity to better control model access through the exposure of modelling functionality through web services. As well as giving the developer tighter control over model versioning and IP, it also allows the closer coupling of the model to both the data sources and computational resources, which is especially beneficial to multi run use cases such as uncertainty analysis and calibration, where the ability to easily scale to many model instances is of most value. The eWater Source modelling system is an important use case for Australia's hydrologic community, and provides a rich array of functionality. Source is especially suited to the services modelling paradigm as it has project load times much greater than simulation runtimes, the services based approach allows the hiding of these load times by keeping the project in memory for each instance of a Source Server. This paper investigates the use of Source service interface for providing hydrological modelling web services.
机译:基于水文模型的部署的传统范例涉及对模型概念的捕获和测试以及鲁棒性和准确性的数值一致性,然后将其作为带有或不带有源代码的二进制文件进行分发。然后,在模型软件中填充数据和参数,并通常在建模者的组织内本地运行,通常在其自己的桌面上。许多组织都使用这种建模工作流程;但是,存在一些局限性和潜在问题。一旦软件在开发人员组织之外,他们就依靠建模者及时应用更新和错误修复,并正确描述用于报告的模型版本。对于模型的特定应用,开发人员也会失去对输入数据的质量和适用性的控制。随着对高带宽互联网和灵活的计算基础架构的越来越普遍的访问,通过通过Web服务公开建模功能,更好地控制模型访问的机会越来越多。除了为开发人员提供对模型版本控制和IP的更严格控制之外,它还允许将模型与数据源和计算资源进行更紧密的耦合,这尤其适用于不确定性分析和校准等多运行用例,轻松缩放到许多模型实例的能力是最有价值的。 eWater Source建模系统是澳大利亚水文界的重要用例,并提供了丰富的功能。 Source特别适合于服务建模范例,因为它的项目加载时间比模拟运行时长得多,基于服务的方法通过将项目保存在源服务器的每个实例的内存中,可以隐藏这些加载时间。本文研究了使用Source Service接口提供水文建模Web服务的方法。

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