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Workflows have recently emerged as a paradigm for representing and managing complex distributed scientific computations and therefore accelerate the pace of scientific progress. A recent workshop on the Challenges of Scientific Workflows, sponsored by the National Science Foundation and held on May 1-2, 2006, brought together domain scientists, computer scientists, and social scientists to discuss requirements of future scientific applications and the challenges that they present to currentdoi:10.1109/mc.2007.421 fatcat:2lhu5j6snngvxj4a5uu335v4ja