Harish Siddapura Ranganath

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Bucket testing is a common practice in the internet industry, where new features and services are tested by exposing them to a randomly selected small subset of users. However, in this simple version of bucket testing, since a very small fraction of the total users are selected through uniform independent sampling of the population, the samples chosen, at(More)
Online service platforms like search engines, news websites, information portal sites and others offer highly personalized content to the users based on their interest and taste. At the same time, these online sites, with large audiences, frequently use bucket testing to evaluate the impact of a new feature or service on a small subset of its users before(More)
In the era of big data, the volume, velocity and variety of data are exploding at an unprecedented pace. With the explosion of data at the web, internet companies are working towards building powerful data analytics system that can crunch the big user data available to them and offer rich business insights. However, generating analytical reports and(More)
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