About this document
Bernoulli Sampling in Data Streams by lequocdo is a document available to read on EtoBox.
This document discusses sampling techniques for data streams. It begins by explaining why sampling large data streams is necessary, as computing on entire datasets may be infeasible. It then provides background on sampling definitions and outlines various sampling techniques including: simple random sampling, Bernoulli sampling, reservoir sampling, concise sampling, sampling subsets, sampling on windows, and distributed sampling. The document provides details on the implementation and advantages/drawbacks o
- Author
- lequocdo
- Language
- EN