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Big Data has been identified as the challenge facing computational scientists. What is Big Data? What are the computational challenges? What approaches are emerging? This session will bring together students, faculty and domain experts interested in discussing big data challenges including analytics, workflow parallelization, and best practices for analyzing, publishing, preserving, and yes, deleting data.