Open source workflow systems in life sciences informatics

K. Achilleos, Christos C. Kannas, C. Nicolaou, C. Pattichis, V. Promponas
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引用次数: 8

Abstract

A simple yet powerful programming tool enabling in silico experimentation, end-to-end data management through web services as well as use of grid and cloud processing power is scientific workflows. This technology is receiving considerable interest in recent years primarily due to its ability to promote and support scientific collaboration among large distributed research teams. The paper reviews the Scientific Workflows Management Systems (SWMS) field and investigates in detail popular open source workflow systems used commonly in life sciences informatics. Emphasis is placed on features which make these systems attractive for scientific use, e.g. user friendliness, use of distributed resources, reusability, provenance, collaboration, data integration, etc. Our conclusions indicate that although SWMS, including open source ones, have several open issues, their unique features and strong momentum clearly suggest that it is only a matter of time before they are adopted in even more scientific fields.
生命科学信息学中的开源工作流系统
科学工作流是一种简单而强大的编程工具,它支持计算机实验、通过web服务进行端到端数据管理以及使用网格和云处理能力。近年来,由于能够促进和支持大型分布式研究团队之间的科学合作,这项技术受到了相当大的关注。本文回顾了科学工作流管理系统(SWMS)领域,详细研究了生命科学信息学中常用的开源工作流系统。重点放在使这些系统对科学应用具有吸引力的特性上,例如用户友好性、分布式资源的使用、可重用性、来源、协作、数据集成等。我们的结论表明,尽管SWMS(包括开源的SWMS)存在一些未解决的问题,但其独特的特性和强劲的势头清楚地表明,在更多的科学领域采用SWMS只是时间问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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