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cs.DB2018
To Ship or Not to (Function) Ship (Extended version)
Feilong Liu, Niranjan Kamat, Spyros Blanas +1
Sampling is often used to reduce query latency for interactive big data analytics. The established parallel data processing paradigm relies on function shipping, where a coordinato…
cs.DB2017★ 3 cited
InfiniViz: Interactive Visual Exploration using Progressive Bin Refinement
Niranjan Kamat, Arnab Nandi
Interactive visualizations can accelerate the data analysis loop through near-instantaneous feedback. To achieve interactivity, techniques such as data cubes and sampling are typic…