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The nova radial plot in the *Graph system is used to display communication in data-parallel programs. Nova visualizations play a valuable role in understanding how virtual communication in data-parallel programs translates into network communication, and how source code modifications and data layout change physical communication patterns. A case study demonstrates how *Graph nova views are used to...