Self-Similarity and Heavy-Tail of ICMP Traffic

被引：2

作者：

Liu, Wai-xi ^{[1
]}

Yan, Yi-er ^{[1
,2
]}

Dong, Tang ^{[1
]}

Tang Run-hua ^{[3
]}

机构：

[1] Guangzhou Univ, Dept Elect & Informat Engn, Guangzhou, Guangdong, Peoples R China

[2] Chonbuk Natl Univ, Inst Informat & Commun, Jeonju, South Korea

[3] Guangdong Food & Drug Vocat Coll, Informat & Network Res Ctr, Guangzhou, Guangdong, Peoples R China

来源：

JOURNAL OF COMPUTERS | 2012年 / 7卷 / 12期

关键词：

ICMPv4; ICMPv6; Self-Similarity; Heavy-Tailed; Long-Range Dependence;

D O I：

10.4304/jcp.7.12.2948-2954

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

In the last two decades, an enormous increase in empirical studies from the view of different network layer and from a variety of different networks has been seen. However ICMP traffic of Internet is ignored all along. In view of this, the contribution of this paper aims at filling such a gap in studying self-similarity and heavy-tail in ICMP traffic. Five different type DATA sets are investigated-including WAN data as well as LAN data, and including ICMPv4 data as well as ICMPv6 data. Our central results are the following: Firstly, ICMP packets arrival process is Long-Range Dependent and Self-Similar. Secondly, interarrival time for ICMP packets arrival process is Heavy-Tailed.

引用

页码：2948 / 2954

页数：7

共 50 条

[1] Estimating Heavy-Tail Exponents Through Max Self-Similarity
Stoev, Stilian A.
Michailidis, George
Taqqu, Murad S.
IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (03) : 1615 - 1636
[2] Self-similarity in highway traffic
E.G. Campari
G. Levi
The European Physical Journal B - Condensed Matter and Complex Systems, 2002, 25 : 245 - 251
[3] Self-similarity in highway traffic
Campari, EG
Levi, G
EUROPEAN PHYSICAL JOURNAL B, 2002, 25 (02): : 245 - 251
[4] Self-similarity of network traffic
Zhang, Zailong
Zhao, Guiping
Shen, Subin
Zhang, Shunyi
Nanjing Youdian Xueyuan Xuebao/Journal of Nanjing Institute of Posts and Telecommunications, 2000, 20 (02): : 45 - 50
[5] The Heavy-Tail Phenomenon in SGD
Gurbuzbalaban, Mert
Simsekli, Umut
Zhu, Lingjiong
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
[6] Self-similarity Tests for Internet Traffic
Dobrescu, Radu
Hossu, Daniela
Ulrich, Roland
CONTROL ENGINEERING AND APPLIED INFORMATICS, 2009, 11 (04): : 11 - 17
[7] Self-similarity control of the aggregate traffic
Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2007, 30 (05): : 13 - 18
[8] A cause of self-similarity in TCP traffic
Fukuda, K
Takayasu, M
Takayasu, H
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2005, 18 (06) : 603 - 617
[9] Explaining BitTorrent traffic self-similarity
Liu, G
Hu, MZ
Fang, BX
Zhang, HL
PARALLEL AND DISTRIBUTED COMPUTING: APPLICATIONS AND TECHNOLOGIES, PROCEEDINGS, 2004, 3320 : 839 - 843
[10] On the effect of traffic self-similarity on network performance
Park, KH
Kim, GT
Crovella, M
PERFORMANCE AND CONTROL OF NETWORK SYSTEMS, 1997, 3231 : 296 - 310

← 1 2 3 4 5 →