Scientific Workflow Interchanging through Patterns: Reversals and Lessons Learned

Bruno F. Bastos, Regina M. M. Braga, A. A. Gomes
{"title":"Scientific Workflow Interchanging through Patterns: Reversals and Lessons Learned","authors":"Bruno F. Bastos, Regina M. M. Braga, A. A. Gomes","doi":"10.1109/eScience.2015.26","DOIUrl":null,"url":null,"abstract":"Scientific workflows are used for dealing with complex problems in different e-science domains. These workflows are modeled and executed using Scientific Workflow Management Systems (SWfMSs). Generally, SWfMSs provide their own Workflow Specification Language (WfSL), and this is a challenge considering the possibility of interchanging workflow specifications between different SWfMSs. Nevertheless, the reuse of workflows gains growing importance as it helps with fostering the collaboration and cross-fertilization across different research groups. This paper presents a research proposal, including its mishaps and assimilations, on the use of workflow patterns combined with software architecture concepts to capture the key semantics expressed in scientific workflows specified in different WfSLs and to allow the interchanging of these specifications between different SWfMSs. This paper also shows how our findings based on real world specifications led us to reformulate our initial proposal and discuss the new results.","PeriodicalId":6364,"journal":{"name":"2012 IEEE 8th International Conference on E-Science","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2015-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE 8th International Conference on E-Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/eScience.2015.26","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

Scientific workflows are used for dealing with complex problems in different e-science domains. These workflows are modeled and executed using Scientific Workflow Management Systems (SWfMSs). Generally, SWfMSs provide their own Workflow Specification Language (WfSL), and this is a challenge considering the possibility of interchanging workflow specifications between different SWfMSs. Nevertheless, the reuse of workflows gains growing importance as it helps with fostering the collaboration and cross-fertilization across different research groups. This paper presents a research proposal, including its mishaps and assimilations, on the use of workflow patterns combined with software architecture concepts to capture the key semantics expressed in scientific workflows specified in different WfSLs and to allow the interchanging of these specifications between different SWfMSs. This paper also shows how our findings based on real world specifications led us to reformulate our initial proposal and discuss the new results.
通过模式的科学工作流交换:反转和经验教训
科学工作流用于处理不同电子科学领域的复杂问题。这些工作流是使用科学工作流管理系统(swfms)建模和执行的。通常,swfms提供自己的工作流规范语言(Workflow Specification Language, WfSL),考虑到在不同swfms之间交换工作流规范的可能性,这是一个挑战。然而,工作流的重用变得越来越重要,因为它有助于促进不同研究小组之间的协作和交叉施肥。本文提出了一个研究建议,包括它的错误和吸收,关于使用工作流模式结合软件体系结构概念来捕获在不同的wfsl中指定的科学工作流中表达的关键语义,并允许在不同的swfms之间交换这些规范。本文还展示了我们基于现实世界规范的发现如何引导我们重新制定我们的初始建议并讨论新的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信