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Managing Large-Scale Scientific Workflows in Distributed Environments: Experiences and Challenges

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Scientific Computing and Data Management Distributed and Parallel Computing Systems Business Process Modeling and Analysis

Abstract

In this paper we discuss several challenges associated scientific workflow design and management in distributed, heterogeneous environments. Based on our prior work with a number of scientific applications, we describe the workflow lifecycle and examine our experiences and the challenges ahead as they pertain to the user experience, planning the workflow execution and managing the execution itself.

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2008Discovering Scientific Workflows: The myExperiment Benchmarks 2013A new optimization phase for scientific workflow management systems 2021Perspectives on automated composition of workflows in the life sciences 2007On the black art of designing computational workflows 2012A new optimization phase for scientific workflow management systems

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