15 citations · 22 across the 4 of their papers we have counts for
4 papers
A Step Toward Deep Online Aggregation (Extended Version)
Nikhil Sheoran, Supawit Chockchowwat, Arav Chheda +3
For exploratory data analysis, it is often desirable to know what answers you are likely to get before actually obtaining those answers. This can potentially be achieved by designi…
Electra: Conditional Generative Model based Predicate-Aware Query Approximation
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal +5
The goal of Approximate Query Processing (AQP) is to provide very fast but "accurate enough" results for costly aggregate queries thereby improving user experience in interactive e…
Surveys without Questions: A Reinforcement Learning Approach
Atanu R Sinha, Deepali Jain, Nikhil Sheoran +2
The 'old world' instrument, survey, remains a tool of choice for firms to obtain ratings of satisfaction and experience that customers realize while interacting online with firms.…
DeepPlace: Learning to Place Applications in Multi-Tenant Clusters
Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran +3
Large multi-tenant production clusters often have to handle a variety of jobs and applications with a variety of complex resource usage characteristics. It is non-trivial and non-o…