Publications

Scientific software as workflows: From discovery to distribution

Abstract

Scientific workflows-models of computation that capture the orchestration of scientific codes to conduct in silico research-are gaining recognition as an attractive alternative to script-based orchestration. Even so, researchers developing scientific workflow technologies still face fundamental challenges, including developing the underlying science of scientific workflows. You can classify scientific-workflow environments according to three major phases of in silico research: discovery, production, and distribution. On the basis of this classification, scientists can make more-informed decisions regarding the adoption of particular workflow environments.

Date
June 24, 2008
Authors
David Woollard, Nenad Medvidovic, Yolanda Gil, Chris A Mattmann
Journal
IEEE software
Volume
25
Issue
4
Pages
37-43
Publisher
IEEE