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NATRA: Network ACK-Based Traffic Reduction Algorithm

Author
Garcia-Jimenez, Santiago; Magana, Eduardo; Aracil Rico, Javieruntranslated
Entity
UAM. Departamento de Tecnología Electrónica y de las Comunicaciones
Publisher
Institute of Electrical and Electronics Engineers Inc. (IEEE)
Date
2020-05-26
Citation
10.1109/ACCESS.2020.2997669
IEEE Access 8 (2020): 151229-151241
 
 
 
ISSN
2169-3536 (online)
DOI
10.1109/ACCESS.2020.2997669
Funded by
This work was supported by the Spanish Ministry of Economy and Competitiveness and the European Regional Development Fund through the projects TRAFICA under Grant MINECO/FEDER TEC2015-69417-C2-1-R and Procesado Inteligente de Tráfico under Grant MINECO/FEDER TEC2015-69417-C2-2-R
Project
Gobierno de España. TEC2015-69417-C2-1-R; Gobierno de España. TEC2015-69417-C2-2-R
Editor's Version
https://doi.org/10.1109/ACCESS.2020.2997669
Subjects
Network traffic thinning; sniffer architecture; traffic processing; Telecomunicaciones
URI
http://hdl.handle.net/10486/702044
Note
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Licencia Creative Commons
Esta obra está bajo una Licencia Creative Commons Atribución 4.0 Internacional.

Abstract

Traffic monitoring involves packet capturing and processing at a very high rate of packets per second. Typically, flow records are generated from the packet traffic, such as TCP flow records that feature the number of bytes and packets in each direction, flow duration, number of different ports, and other metrics. Delivering such flow records, about network traffic flowing at tens of Gbps is rather challenging in terms of processing power. To address this problem, traffic thinning can be applied to reduce the input load, by swiftly discarding useless packets at the sniffer NIC or driver level, which effectively reduces the load on software layers that handle traffic processing. This work proposes an algorithm that drops empty ACK packets from TCP traffic, thus achieving a significant reduction in the packets per second that must be handled by each traffic module. The tests discussed below show that the algorithm achieves a 25% decrease in the packets per second rate with minimal information loss
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This item appears in the following Collection(s)

  • Producción científica en acceso abierto de la UAM [17777]

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Universidad Autónoma de Madrid. Biblioteca
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