Reversible Sketches: Enabling Monitoring and Analysis Over High-Speed Data Streams

A key function for network traffic monitoring and analysis is the ability to perform aggregate queries over multiple data streams. Change detection is an important primitive which can be extended to construct many aggregate queries. The recently proposed sketches are among the very few that can dete...

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Bibliographic Details
Published in:	IEEE/ACM transactions on networking Vol. 15; no. 5; pp. 1059 - 1072
Main Authors:	Schweller, R., Zhichun Li, Yan Chen, Yan Gao, Gupta, A., Yin Zhang, Dinda, P.A., Ming-Yang Kao, Memik, G.
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2007 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Aggregates Data analysis Data structures Field programmable gate arrays High speed Intrusion detection Keys Links Monitoring Performance analysis Prototypes Queries Sketches Streams Studies Telecommunication traffic Throughput
ISSN:	1063-6692, 1558-2566
Online Access:	Get full text
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