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Object databases in a distributed scientific workflow application

机译:分布式科学工作流程应用程序中的对象数据库

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The construction of large scientific experiments (such as the Compact Muon Solenoid experiment being undertaken for CERN) necessitates the use of complex production management operations, often distributed over many geographically separated research institutes. These workflow operations are often only loosely-defined at the outset of the construction and can evolve rapidly as the results of experiments are analysed. Existing commercial workflow management systems are largely based on relational database management systems (RDBMSs) and are unable to cope with the requirements of such scientific workflow environments and, in particular, with the dynamic schema evolution which results from the rapidly evolving scientific workflow definitions. This paper reports on the requirements for object repositories in the implementation of a prototype scientific workflow management system entitled CRISTAL (Cooperating Repositories and an Information System for Tracking Assembly Lifecycles) and considers issues surrounding data duplication between object repositories and scientific workflow management in CRISTAL.
机译:大型科学实验的构建(例如正在为CERN进行的紧凑型μon螺线管实验)需要使用复杂的生产管理操作,该操作通常分布在许多地理上分开的研究机构中。这些工作流程操作通常仅在结构开始时就被宽松地定义,并且可以随着对实验结果的分析而迅速发展。现有的商业工作流程管理系统主要基于关系数据库管理系统(RDBMS),并且无法满足此类科学工作流程环境的要求,尤其是无法适应因迅速发展的科学工作流程定义而导致的动态模式演变。本文报告了在实施名为CRISTAL(协作存储库和跟踪装配生命周期的信息系统)的原型科学工作流管理系统时对对象存储库的要求,并考虑了对象存储库之间的数据重复和CRISTAL中的科学工作流管理所涉及的问题。

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