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Behavior-driven optimization techniques for scalable data exploration
(Massachusetts Institute of Technology, 2017)
Interactive visualizations are a popular medium used by scientists to explore, analyze and generally make sense of their data. However, with the overwhelming amounts of data that scientists collect from various instruments ...
Interactive visualization of big data leveraging databases for scalable computation
(Massachusetts Institute of Technology, 2013)
Modern database management systems (DBMS) have been designed to efficiently store, manage and perform computations on massive amounts of data. In contrast, many existing visualization systems do not scale seamlessly from ...