What's New: Finding Significant Differences in Network Data Streams (2004)
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| Venue: | in Proc. of IEEE Infocom |
| Citations: | 51 - 7 self |
BibTeX
@INPROCEEDINGS{Cormode04what'snew:,
author = {Graham Cormode and S. Muthukrishnan},
title = {What's New: Finding Significant Differences in Network Data Streams},
booktitle = {in Proc. of IEEE Infocom},
year = {2004},
pages = {1534--1545}
}
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Abstract
Monitoring and analyzing network traffic usage patterns is vital for managing IP Networks. An important problem is to provide network managers with information about changes in traffic, informing them about "what's new". Specifically, we focus on the challenge of finding significantly large differences in traffic: over time, between interfaces and between routers. We introduce the idea of a deltoid: an item that has a large difference, whether the difference is absolute, relative or variational. We present novel...
