NTOPNG based Traffic Monitoring and Modelling

Binhe Zhang; Hao Yu; Ying Yan

doi:10.1109/IAEAC47372.2019.8997651

NTOPNG based Traffic Monitoring and Modelling

Binhe Zhang, Hao Yu, Ying Yan

Technical University of Denmark

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Abstract

Firewall deployment is a case-based approach, which is sensitive to the network environment and traffic patterns. Improper setup and configuration on firewall will cause the degradation of network performance. Therefore, the performance testing of a firewall product under realistic traffic environment is crucial. This paper evaluates the traffic monitoring and capturing tool, ntopng, under 1 Gps and 10 Gps link speeds respectively. The ntopng functions are tested in order to retrieve the required traffic features. A traffic modelling method is proposed based on the extraction of historical data. The ntopng performance in terms of packet loss is examined with using different packet capture technologies.

Original language	English
Title of host publication	Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019
Editors	Bing Xu, Kefen Mou
Number of pages	6
Publisher	IEEE
Publication date	Dec 2019
Pages	1305-1310
Article number	8997651
ISBN (Electronic)	9781728119076
DOIs	https://doi.org/10.1109/IAEAC47372.2019.8997651
Publication status	Published - Dec 2019
Event	4th IEEE Advanced Information Technology, Electronic and Automation Control Conference - Chengdu, China Duration: 20 Dec 2019 → 22 Dec 2019 Conference number: 4

Conference

Conference	4th IEEE Advanced Information Technology, Electronic and Automation Control Conference
Number	4
Country/Territory	China
City	Chengdu
Period	20/12/2019 → 22/12/2019

Keywords

Firewall
Ntopng
Performance test
Traffic modelling
Traffic monitoring

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10.1109/IAEAC47372.2019.8997651

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@inproceedings{29426d1066ab4948a1b9b84dad6681de,

title = "NTOPNG based Traffic Monitoring and Modelling",

abstract = "Firewall deployment is a case-based approach, which is sensitive to the network environment and traffic patterns. Improper setup and configuration on firewall will cause the degradation of network performance. Therefore, the performance testing of a firewall product under realistic traffic environment is crucial. This paper evaluates the traffic monitoring and capturing tool, ntopng, under 1 Gps and 10 Gps link speeds respectively. The ntopng functions are tested in order to retrieve the required traffic features. A traffic modelling method is proposed based on the extraction of historical data. The ntopng performance in terms of packet loss is examined with using different packet capture technologies.",

keywords = "Firewall, Ntopng, Performance test, Traffic modelling, Traffic monitoring",

author = "Binhe Zhang and Hao Yu and Ying Yan",

year = "2019",

month = dec,

doi = "10.1109/IAEAC47372.2019.8997651",

language = "English",

pages = "1305--1310",

editor = "Bing Xu and Kefen Mou",

booktitle = "Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019",

publisher = "IEEE",

address = "United States",

note = "4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019 ; Conference date: 20-12-2019 Through 22-12-2019",

}

Zhang, B, Yu, H & Yan, Y 2019, NTOPNG based Traffic Monitoring and Modelling. in B Xu & K Mou (eds), Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019., 8997651, IEEE, pp. 1305-1310, 4th IEEE Advanced Information Technology, Electronic and Automation Control Conference, Chengdu, China, 20/12/2019. https://doi.org/10.1109/IAEAC47372.2019.8997651

NTOPNG based Traffic Monitoring and Modelling. / Zhang, Binhe; Yu, Hao; Yan, Ying.
Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019. ed. / Bing Xu; Kefen Mou. IEEE, 2019. p. 1305-1310 8997651.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

TY - GEN

T1 - NTOPNG based Traffic Monitoring and Modelling

AU - Zhang, Binhe

AU - Yu, Hao

AU - Yan, Ying

N1 - Conference code: 4

PY - 2019/12

Y1 - 2019/12

N2 - Firewall deployment is a case-based approach, which is sensitive to the network environment and traffic patterns. Improper setup and configuration on firewall will cause the degradation of network performance. Therefore, the performance testing of a firewall product under realistic traffic environment is crucial. This paper evaluates the traffic monitoring and capturing tool, ntopng, under 1 Gps and 10 Gps link speeds respectively. The ntopng functions are tested in order to retrieve the required traffic features. A traffic modelling method is proposed based on the extraction of historical data. The ntopng performance in terms of packet loss is examined with using different packet capture technologies.

AB - Firewall deployment is a case-based approach, which is sensitive to the network environment and traffic patterns. Improper setup and configuration on firewall will cause the degradation of network performance. Therefore, the performance testing of a firewall product under realistic traffic environment is crucial. This paper evaluates the traffic monitoring and capturing tool, ntopng, under 1 Gps and 10 Gps link speeds respectively. The ntopng functions are tested in order to retrieve the required traffic features. A traffic modelling method is proposed based on the extraction of historical data. The ntopng performance in terms of packet loss is examined with using different packet capture technologies.

KW - Firewall

KW - Ntopng

KW - Performance test

KW - Traffic modelling

KW - Traffic monitoring

U2 - 10.1109/IAEAC47372.2019.8997651

DO - 10.1109/IAEAC47372.2019.8997651

M3 - Article in proceedings

SP - 1305

EP - 1310

BT - Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019

A2 - Xu, Bing

A2 - Mou, Kefen

PB - IEEE

T2 - 4th IEEE Advanced Information Technology, Electronic and Automation Control Conference

Y2 - 20 December 2019 through 22 December 2019

ER -

NTOPNG based Traffic Monitoring and Modelling

Abstract

Conference

Keywords

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