分布式和异构计算生物学管道的可视化编排和自主执行

Xin Mou, H. Jamil, R. Rinker
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引用次数: 4

摘要

尽管已经取得了实质性进展,但数据整合仍然困扰着研究人员。尽管诸如XML、web服务、语义网和云计算等技术的出现有所帮助,但生物学家在没有计算专家的技术帮助下轻松表述和开发新应用程序的系统尚未实现。一个没有什么功能的友好图形界面和一个虽然笨重但功能强大的“传统”系统之间的距离往往被认为太大了。仍未解决的问题是,用户是否可以用一种易于使用的语言陈述涉及一组复杂、异构和分布式生命科学资源的查询,并在没有精通计算机的程序员进一步帮助的情况下执行该查询。在本文中,我们提出了一种声明性元语言,称为VisFlow,用于需求规范,以及一种转换器,用于将需求映射到带有集成构件的SQL变体中的可执行查询。
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Visual orchestration and autonomous execution of distributed and heterogeneous computational biology pipelines
Data integration continues to baffle researchers even though substantial progress has been made. Although the emergence of technologies such as XML, web services, semantic web and cloud computing have helped, a system in which biologists are comfortable articulating new applications and developing them without technical assistance from a computing expert is yet to be realized. The distance between a friendly graphical interface that does little, and a “traditional” system though clunky yet powerful, is deemed too great more often than not. The question that remains unanswered is, if a user can state her query involving a set of complex, heterogeneous and distributed life sciences resources in an easy to use language and execute it without further help from a computer savvy programmer. In this paper, we present a declarative meta-language, called VisFlow, for requirement specification, and a translator for mapping requirements into executable queries in a variant of SQL augmented with integration artifacts.
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