(max,+) dynamic systems for modeling traffic with long-range dependence

被引:3
|
作者
Chapeau-Blondeau, F [1 ]
机构
[1] Univ Angers, LISA, F-49000 Angers, France
关键词
D O I
10.1142/S0218348X98000365
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
A simple first-order recurrence in a (max, +) dynamic system is numerically investigated and shown to exhibit statistical long-range dependence, characterized by slowly decaying aggregated variances and power-law evolutions of the autocorrelation and spectrum. We propose this model as a basis for a very parsimonious modeling of some long-range dependent processes such as data traffic.
引用
收藏
页码:305 / 311
页数:7
相关论文
共 50 条
  • [21] Long-range dependence
    Beran, Jan
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2010, 2 (01) : 26 - 35
  • [22] Modeling bivariate long-range dependence with general phase
    Kechagias, Stefanos
    Pipiras, Vladas
    JOURNAL OF TIME SERIES ANALYSIS, 2020, 41 (02) : 268 - 292
  • [23] Spatial modeling and monitoring considering long-range dependence
    Shao, Yunfei
    Si, Wujun
    Chen, Yong
    JOURNAL OF QUALITY TECHNOLOGY, 2024, 56 (02) : 91 - 112
  • [24] Effects of long-range dependence of VBR video traffic on queueing performances
    Eun, D
    Ahn, H
    Roh, BH
    Kim, JK
    GLOBECOM 97 - IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, CONFERENCE RECORD, VOLS 1-3, 1997, : 1440 - 1444
  • [25] The relevance of long-range dependence in disk traffic and implications for trace synthesis
    Hong, B
    Madhyastha, TM
    Twenty-Second IEEE/Thirteenth NASA Goddard Conference on Mass Storage Systems and Technologies, Proceedings: INFORMATION RETRIEVAL FROM VERY LARGE STORAGE SYSTEMS, 2005, : 316 - 326
  • [26] Investigating Long-Range Dependence in E-Commerce Web Traffic
    Suchacka, Grazyna
    Domanski, Adam
    COMPUTER NETWORKS, CN 2016, 2016, 608 : 42 - 51
  • [27] Origins of long-range dependence in variable bit rate video traffic
    Grasse, M
    Frater, MR
    Arnold, JF
    TELETRAFFIC CONTRIBUTIONS FOR THE INFORMATION AGE, 1997, 2 : 1379 - 1388
  • [28] Estimating the Intensity of Long-Range Dependence in Real and Synthetic Traffic Traces
    Domanska, Joanna
    Domanski, Adam
    Czachorski, Tadeusz
    COMPUTER NETWORKS, CN 2015, 2015, 522 : 11 - 22
  • [29] LONG-RANGE DEPENDENCE IN VARIABLE-BIT-RATE VIDEO TRAFFIC
    BERAN, J
    SHERMAN, R
    TAQQU, MS
    WILLINGER, W
    IEEE TRANSACTIONS ON COMMUNICATIONS, 1995, 43 (2-4) : 1566 - 1579
  • [30] Long-range dependence in variable-bit-rate video traffic
    Beran, Jan
    Sherman, Robert
    Taqqu, Murad S.
    Willinger, Walter
    IEEE Transactions on Communications, 1995, 43 (2 -4 pt 3): : 1566 - 1579