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In situ processing -i.e., coupling visualization routines to a simulation code to generate images in real-time -is predicted to be the dominant form for visualization on upcoming supercomputers. Unfortunately, traditional in situ techniques are largely incongruent with exploratory visualization, which is an important activity to enable understanding of simulation data. In response, a new paradigm is emerging: data is transformed and massively reduced in situ and then the resulting form isdoi:10.14529/jsfi150301 fatcat:hfmkphiyzjd25ithma24z7sztu