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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Vydané v:	Computer networks (Amsterdam, Netherlands : 1999) Ročník 237; s. 110035
Hlavní autori:	Fernández, Yaime, Soto, Javier E., Vera, Sofía, Prieto, Yasmany, Hernández, Cecilia, Figueroa, Miguel
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.12.2023
Predmet:	Hardware acceleration Shannon empirical entropy Sketch-based streaming algorithms Shannon empirical entropy Hardware acceleration Sketch-based streaming algorithms
ISSN:	1389-1286, 1872-7069
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