Algorithms for distributing telecommunication traffic on a multiple-ring SONET-based network

被引:6
|
作者
Smith, JC [1 ]
机构
[1] Univ Arizona, Dept Syst & Ind Engn, Tucson, AZ 85721 USA
关键词
network flows; telecommunications; integer programming; synchronous optical network;
D O I
10.1016/S0377-2217(02)00804-4
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We examine a problem arising in the assignment of telecommunication traffic to a set of synchronous optical network (SONET) rings. Prior SONET design algorithms determine node-to-ring assignments while concurrently prescribing an assignment of traffic to the rings. However, due to uncertain voice and data demand among client nodes, it may become necessary to revise the planned routing scheme once the true values of this data are realized. We develop a minimum cost flow algorithm for the case in which demands may be split across multiple rings, and provide a transformation to a maximum flow problem for specially structured data. The case in which each demand pair may be routed on only one ring is proven to be NP-hard, and we accordingly provide a powerful heuristic and an effective standard valid inequality generation scheme to optimally solve this problem within reasonable computational limits. The effectiveness of our approach is demonstrated on a set of randomly generated test data. (C) 2002 Elsevier B.V. All rights reserved.
引用
收藏
页码:659 / 672
页数:14
相关论文
共 50 条
  • [11] Telecommunication traffic forecasting based on BP neural network trained by PSO
    Dong, Xian
    Xu, Bing-Ji
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2011, 42 (SUPPL. 1): : 23 - 25
  • [12] A study of detection of abnormal network traffic: A comparison of multiple algorithms
    Li, Yanting
    SECURITY AND PRIVACY, 2022, 5 (01):
  • [13] Network Traffic Forecasting Based on Fixed Telecommunication Data Using Deep Learning
    Alizadeh, Mousa
    Beheshti, Mohammad T. H.
    Ramezani, Amin
    Saadatinezhad, Hadis
    2020 6TH IRANIAN CONFERENCE ON SIGNAL PROCESSING AND INTELLIGENT SYSTEMS (ICSPIS), 2020,
  • [14] Optimization of Ring-Star Transmission Problem in Telecommunication Systems Based on Ant Colony Algorithms
    Letic, Vedad
    Avdagic, Zikrija
    Boskovic, Dusanka
    2015 8TH INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2015, : 1245 - 1249
  • [15] A mobile traffic load prediction based on recurrent neural network: A case of telecommunication in Afghanistan
    Ahmadzai, Fazel Haq
    Lee, Woongsup
    ELECTRONICS LETTERS, 2022, 58 (14) : 563 - 565
  • [16] Optimizing a ring-based private line telecommunication network using Tabu Search
    Xu, JF
    Chiu, SY
    Glover, F
    MANAGEMENT SCIENCE, 1999, 45 (03) : 330 - 345
  • [17] Neural network based optical network restoration with multiple classes of traffic
    Gökisik, D
    Bilgen, S
    COMPUTER AND INFORMATION SCIENCES - ISCIS 2003, 2003, 2869 : 771 - 778
  • [18] Multiple Immune-based Approaches for Network Traffic Analysis
    Dutt, Inadyuti
    Borah, Samarjeet
    Maitra, Indra Kanta
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 2111 - 2123
  • [19] Network Traffic Classification using Genetic Algorithms based on Support Vector Machine
    Cao, Jie
    Fang, Zhiyi
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (02): : 237 - 246
  • [20] Study of Algorithms for Selecting Effective Network Traffic Monitors Based on Cover Ratio
    Chen, Guangming
    Yang, Yingjie
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285