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

[41] SELF-SIMILARITY
LEWELLEN, GB
ROCKY MOUNTAIN JOURNAL OF MATHEMATICS, 1993, 23 (03) : 1023 - 1040
[42] DIRECTED POLYMERS IN HEAVY-TAIL RANDOM ENVIRONMENT
Berger, Quentin
Torri, Niccolo
ANNALS OF PROBABILITY, 2019, 47 (06): : 4024 - 4076
[43] SKEW AND HEAVY-TAIL EFFECTS ON FIRM PERFORMANCE
Makino, Shige
Chan, Christine M.
STRATEGIC MANAGEMENT JOURNAL, 2017, 38 (08) : 1721 - 1740
[44] Traffic measure ment and self-similarity analysis of one LAN
Liu Feng
Wang Yutai
Cao Aizeng
Proceedings of the First International Symposium on Test Automation & Instrumentation, Vols 1 - 3, 2006, : 96 - 99
[45] The study of self-similarity of the traffic transmitted in the backbone Internet channel
Porshnev, S. V. .
Bozhalkin, D. A.
2016 DYNAMICS OF SYSTEMS, MECHANISMS AND MACHINES (DYNAMICS), 2016,
[46] Heavy-tail phenomena. Probabilistic and statistical modeling
Viharos, Laszlo
ACTA SCIENTIARUM MATHEMATICARUM, 2008, 74 (1-2): : 472 - 473
[47] Critical behaviors and self-similarity in models of computer network traffic
Nakayama, A
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2001, 293 (1-2) : 285 - 296
[48] A study of the daily variation in the self-similarity of real data traffic
Roughan, M
Veitch, D
TELETRAFFIC ENGINEERING IN A COMPETITIVE WORLD, 1999, 3 : 67 - 76
[49] Online error detection through observation of traffic self-similarity
Schleifer, W
Männle, M
IEE PROCEEDINGS-COMMUNICATIONS, 2001, 148 (01): : 38 - 42
[50] Reduction of self-similarity by application-level traffic shaping
Christensen, KJ
Ballingam, V
LCN'97 - 22ND ANNUAL CONFERENCE ON LOCAL COMPUTER NETWORKS, PROCEEDINGS, 1997, : 511 - 518

← 1 2 3 4 5 →