ACO-based Algorithms for Search and Optimization of Routes in NoC Platform

被引:0
|
作者
Silva Junior, Luneque [1 ]
Nedjah, Nadia [1 ]
Mourelle, Luiza de Macedo [2 ]
机构
[1] Univ Estado Rio De Janeiro, Fac Engn, Dept Elect Engn & Telecommun, Rio De Janeiro, Brazil
[2] Univ Estado Rio De Janeiro, Fac Engn, Dept Syst Engn & Computat, Rio De Janeiro, Brazil
关键词
network-on-chip; packet routing; ant colony optimization; IMPLEMENTATION; NETWORKS; SYSTEM; ANT;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Network-on-Chip (NoC) have been used as an interesting option in design of communication infrastructures for embedded systems, providing a scalable structure and balancing the communication between cores. Because several data packets can be transmitted simultaneously through the network, an efficient routing strategy must be used in order to avoid congestion delays. In this paper, ant colony algorithms were used to find and optimize routes in a mesh-based NoC. The routing optimization is driven by the minimization of total latency in packets transmission. The simulation results show the effectiveness of the ant colony inspired routing by comparing it with general purpose algorithms for deadlock free routing under different traffic patterns.
引用
收藏
页码:917 / 936
页数:20
相关论文
共 50 条
  • [1] Routing for applications in NoC using ACO-based algorithms
    Silva Junior, Luneque
    Nedjah, Nadia
    Mourelle, Luiza de Macedo
    [J]. APPLIED SOFT COMPUTING, 2013, 13 (05) : 2224 - 2231
  • [2] ACO-FCR: Applying ACO-Based algorithms to induct FCR
    Alipour, H.
    Asl, E. Khosrowshahi
    Esmaeili, M.
    Nourhosseini, M.
    [J]. WORLD CONGRESS ON ENGINEERING 2008, VOLS I-II, 2008, : 12 - +
  • [3] GA and ACO-based Hybrid Approach for Continuous Optimization
    Chen, Zhiqiang
    Wang, Ronglong
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND APPLIED MATHEMATICS, 2015, 122 : 358 - 361
  • [4] Induction of fuzzy classification systems using evolutionary ACO-Based algorithms
    Abadeh, Mohammad Saniee
    Habibi, Jafar
    Soroush, Emad
    [J]. AMS 2007: FIRST ASIA INTERNATIONAL CONFERENCE ON MODELLING & SIMULATION ASIA MODELLING SYMPOSIUM, PROCEEDINGS, 2007, : 346 - +
  • [5] Effective ACO-Based Memetic Algorithms for Symmetric and Asymmetric Dynamic Changes
    Mavrovouniotis, Michalis
    Bonilha, Iae S.
    Mueller, Felipe M.
    Ellinas, Georgios
    Polycarpou, Marios
    [J]. 2019 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2019, : 2567 - 2574
  • [6] An ACO-based algorithm for parameter optimization of support vector machines
    Zhang, XiaoLi
    Chen, XueFeng
    He, ZhengJia
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (09) : 6618 - 6628
  • [7] An ACO-based clustering algorithm
    Kao, Yucheng
    Cheng, Kevin
    [J]. ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS, 2006, 4150 : 340 - 347
  • [8] AN HYBRID ACO-BASED APPROACH FOR MEDIA SERVICE COMPOSITION IN VIDEO SURVEILLANCE PLATFORM
    Hossain, M. Shamim
    Hassan, Mohammad Mehedi
    [J]. ELECTRONIC PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2013,
  • [9] An ACO-Based Trust Inference Algorithm
    Shi, Leyi
    Wang, Yao
    Liu, Xin
    [J]. 2014 NINTH INTERNATIONAL CONFERENCE ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA), 2014, : 216 - 220
  • [10] An improved ACO-based heuristic algorithm
    Xin Zhang
    Hong Peng
    Qilun Zheng
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13 : 806 - 810