HisT/PLIER: A Two-Fold Provenance Approach for Grid-Enabled Scientific Workflows Using WS-VLAM

M. Gerhards, S. Skorupa, V. Sander, A. Belloum, Dmitry Vasunin, A. Benabdelkader
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引用次数: 3

Abstract

Large scale scientific applications are frequently modeled as a workflow that is executed under the control of a workflow management system. One crucial requirement is the validation of the generated results, e.g. The trace ability of the experiment execution path. The automated tracking and storage of provenance information during workflow execution could satisfy this requirement.. To collect provenance data using the grid-enabled scientific workflow management system WS-VLAM, experimentations were made with two different implementations of the provenance concepts. The first one, adopts the Open Provenance Model (OPM) using the Provenance Layer Infrastructure for e-Science Resources (PLIER). The second one is the history-tracing XML (HisT). This paper describes how these two provenance models are integrated into WS-VLAM.
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HisT/PLIER:使用WS-VLAM实现网格化科学工作流的双重来源方法
大规模的科学应用经常被建模为工作流管理系统控制下执行的工作流。一个关键的要求是生成结果的验证,例如实验执行路径的可追溯性。在工作流执行过程中,溯源信息的自动跟踪和存储可以满足这一需求。为了使用支持网格的科学工作流管理系统WS-VLAM收集来源数据,对来源概念的两种不同实现进行了实验。第一个模型采用基于电子科学资源来源层基础设施(PLIER)的开放式来源模型(OPM)。第二个是历史跟踪XML (HisT)。本文描述了如何将这两种来源模型集成到WS-VLAM中。
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