A streaming algorithm and hardware accelerator to estimate the empirical entropy of network flows

The empirical entropy is used in network traffic monitoring and classification to detect anomalous events and manage network resources. Computing the entropy of high-speed traffic in real time requires dedicated hardware, such as programmable switches and FPGA-based accelerators. While these devices...

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Bibliographic Details

Published in:	Computer networks (Amsterdam, Netherlands : 1999) Vol. 237; p. 110035
Main Authors:	Fernández, Yaime, Soto, Javier E., Vera, Sofía, Prieto, Yasmany, Hernández, Cecilia, Figueroa, Miguel
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2023
Subjects:	Hardware acceleration Shannon empirical entropy Sketch-based streaming algorithms Shannon empirical entropy Hardware acceleration Sketch-based streaming algorithms
ISSN:	1389-1286, 1872-7069
Online Access:	Get full text
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