A Methodology of Traffic Engineering to IP Backbone

被引：0
|
作者：
Bessa Maia, Jose E. [1 ]
da Silva, Arnoldo N. [2 ]
Silva, Jorge L. C. [1 ]
Cunha, Paulo R. F. [2 ]
机构：
[1] State Univ Ceara UECE, Dept Stat & Comp, Fortaleza, Ceara, Brazil
[2] Univ Fed Pernambuco, Recife, PE, Brazil
来源：
IP OPERATIONS AND MANAGEMENT, PROCEEDINGS | 2009年 / 5843卷
关键词：
Traffic Engineering; Traffic Prediction; Principal Components Analysis; Local Linear Model;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
It is essential for the network operator to anticipate events leading to network node and link capacity breakdown in order to guarantee the Quality of Service (QoS) contract. Traffic prediction can be undertaken based on link traffic (aggregate), or on origin-destination (OD) traffic that presents better results. This work investigates a methodology for traffic engineering based on multidimensional OD traffic, focusing on the stage of short-term traffic prediction using Principal Components Analysis and a Local Linear Model. The results validated with data on a real network present a satisfactory margin of error for its adoption in practical situations.
引用
收藏
页码：173 / +
页数：2
相关论文
共 50 条
  • [1] Energy-Aware Traffic Engineering in Hybrid SDN/IP Backbone Networks
    Wei, Yunkai
    Zhang, Xiaoning
    Xie, Lei
    Leng, Supeng
    JOURNAL OF COMMUNICATIONS AND NETWORKS, 2016, 18 (04) : 559 - 566
  • [2] Analysis of ADSL traffic on an IP backbone link
    Ben, N
    Guillemin, A
    Guillemin, F
    GLOBECOM'03: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-7, 2003, : 3742 - 3746
  • [3] Choosing the objectives for traffic engineering in IP backbone networks based on Quality-of-Service requirements
    Poppe, F
    Van den Bosch, S
    de La Vallée-Poussin, P
    Van Hove, H
    De Neve, H
    Petit, G
    QUALITY OF FUTURE INTERNET SERVICES, PROCEEDINGS, 2000, 1922 : 129 - 140
  • [4] Prediction and Correction of Traffic Matrix in an IP Backbone Network
    Liu, Wei
    Hong, Ao
    Ou, Liang
    Ding, Wenchao
    Zhang, Ge
    2014 IEEE INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2014,
  • [5] A Temporal Analysis of Holiday Effect on IP Backbone Traffic
    Tang, Hong
    Ou, Liang
    2017 IEEE 9TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN), 2017, : 1042 - 1046
  • [6] Engineering a multiservice IP backbone to support tight SLAs
    Filsfils, C
    Evans, J
    COMPUTER NETWORKS-THE INTERNATIONAL JOURNAL OF COMPUTER AND TELECOMMUNICATIONS NETWORKING, 2002, 40 (01): : 131 - 148
  • [7] Traffic engineering, IP multicast, and a farewell
    O'Reilly, P
    IEEE NETWORK, 2003, 17 (02): : 2 - 2
  • [8] An introduction to IP multicast traffic engineering
    Jacquenet, C
    Proust, C
    ECUMN'2002: 2ND EUROPEAN CONFERENCE ON UNIVERSAL MULTISERVICE NETWORKS, CONFERENCE PROCEEDINGS, 2002, : 263 - 267
  • [9] NetScope: Traffic engineering for IP networks
    Feldmann, A
    Greenberg, A
    Lund, C
    Reingold, N
    Rexford, J
    IEEE NETWORK, 2000, 14 (02): : 11 - 19
  • [10] MPLS and traffic engineering in IP networks
    Awduche, DO
    IEEE COMMUNICATIONS MAGAZINE, 1999, 37 (12) : 42 - 47
12345