CR-precis: A deterministic summary structure for update data streams
Data Structures and Algorithms
2007-05-23 v3
Abstract
We present the \crprecis structure, that is a general-purpose, deterministic and sub-linear data structure for summarizing \emph{update} data streams. The \crprecis structure yields the \emph{first deterministic sub-linear space/time algorithms for update streams} for answering a variety of fundamental stream queries, such as, (a) point queries, (b) range queries, (c) finding approximate frequent items, (d) finding approximate quantiles, (e) finding approximate hierarchical heavy hitters, (f) estimating inner-products, (g) near-optimal -bucket histograms, etc..
Cite
@article{arxiv.cs/0609032,
title = {CR-precis: A deterministic summary structure for update data streams},
author = {Sumit Ganguly and Anirban Majumder},
journal= {arXiv preprint arXiv:cs/0609032},
year = {2007}
}
Comments
11 pages