Elephant Flow Classification on the First Packet With Neural Networks

Elephant Flow Classification on the First Packet With Neural Networks

Quick and accurate identification of the largest flows in the network would allow for the management of most traffic using dedicated, flow-specific routes and policies, thereby significantly reducing the overall number of entries in switch flow tables. Our analysis focuses on utilizing neural networ...

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Bibliographic Details
Main Authors: Bartosz Kadziolka, Piotr Jurkiewicz, Robert Wojcik, Jerzy Domzal
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Flows
flow table
elephant
optimization
mice
traffic engineering
Online Access:https://ieeexplore.ieee.org/document/10522670/

Internet

https://ieeexplore.ieee.org/document/10522670/

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