کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4950418 1440639 2017 35 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Abstract, link, publish, exploit: An end to end framework for workflow sharing
ترجمه فارسی عنوان
خلاصه، لینک، انتشار، بهره برداری: پایان دادن به چارچوب برای به اشتراک گذاری گردش کار
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
چکیده انگلیسی
Scientific workflows are increasingly used to manage and share scientific computations and methods to analyze data. A variety of systems have been developed that store the workflows executed and make them part of public repositories However, workflows are published in the idiosyncratic format of the workflow system used for the creation and execution of the workflows. Browsing, linking and using the stored workflows and their results often becomes a challenge for scientists who may only be familiar with one system. In this paper we present an approach for addressing this issue by publishing and exploiting workflows as data on the Web with a representation that is independent from the workflow system used to create them. In order to achieve our goal, we follow the Linked Data Principles to publish workflow inputs, intermediate results, outputs and codes; and we reuse and extend well established standards like W3C PROV. We illustrate our approach by publishing workflows and consuming them with different tools designed to address common scenarios for workflow exploitation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 75, October 2017, Pages 271-283
نویسندگان
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