A High-Throughput Hardware Accelerator for Network Entropy Estimation Using Sketches

A High-Throughput Hardware Accelerator for Network Entropy Estimation Using Sketches

Network traffic monitoring uses empirical entropy to detect anomalous events such as various types of attacks. However, the exact computation of the entropy in high-speed networks is a difficult process due to the limited memory resources available in the data plane hardware. In this paper, we prese...

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Bibliographic Details
Main Authors: Javier E. Soto, Paulo Ubisse, Yaime Fernandez, Cecilia Hernandez, Miguel Figueroa
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Empirical entropy
network monitoring
hardware acceleration
field-programmable gate arrays
streaming algorithms
sketches
Online Access:https://ieeexplore.ieee.org/document/9452148/

Internet

https://ieeexplore.ieee.org/document/9452148/

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