An Information Divergence Estimation over Data Streams

In this paper, we consider the setting of large scale distributed systems, in which each node needs to quickly process a huge amount of data received in the form of a stream that may have been tampered with by an adversary. In this situation, a fundamental problem is how to detect and quantify the a...

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Bibliographic Details

Published in:	2012 IEEE 11th International Symposium on Network Computing and Applications pp. 28 - 35
Main Authors:	Anceaume, E., Busnel, Y.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.08.2012
Subjects:	Algorithm design and analysis Approximation algorithms Approximation methods Data stream divergence Entropy Estimation Frequency estimation Radiation detectors randomized approximation algorithm
ISBN:	9781467322140, 1467322148
Online Access:	Get full text
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