Multi-objective design space exploration methodologies for platform based SOCs

被引:1
|
作者
Talarico, Claudio [1 ]
Rodriguez-Marek, Esteban [1 ]
Koh, Min-Sung [1 ]
机构
[1] Eastern Washington Univ, Sch Comp & Engn Sci Elect Engn, Cheney, WA 99004 USA
关键词
D O I
10.1109/ECBS.2006.53
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a new strategy for design space exploration (DSE) of system-on-chip (SOC) platforms. The solution adopted uses a multi-objective optimization technique based on the concept of Pareto-optimality. The approach is purely heuristic and is a variation of the "simulated annealing" algorithm. To illustrate and validate our methodology the algorithm was used to design a highly parameterized SOC architecture based on a MPS processor. The performance metrics used to assess the quality of the numerous design alternatives explored are power consumption and execution time. The results obtained demonstrate the robustness of the proposed method both in terms of design time and accuracy.
引用
收藏
页码:353 / +
页数:3
相关论文
共 50 条
  • [41] A comparative study of multi-objective optimization methodologies for molecular and process design
    Lee, Ye Seol
    Graham, Edward J.
    Galindo, Amparo
    Jackson, George
    Adjiman, Claire S.
    COMPUTERS & CHEMICAL ENGINEERING, 2020, 136
  • [42] Multi-objective design optimization of a new space radiator
    Curty Cuco, Ana Paula
    de Sousa, Fabiano Luis
    Vlassov, Valeri V.
    da Silva Neto, Antonio Jose
    OPTIMIZATION AND ENGINEERING, 2011, 12 (03) : 393 - 406
  • [43] A multi-objective evolutionary algorithm based on "exploration" and "exploitation"
    Luo B.
    Zheng J.
    Zhu Y.
    Cai Z.
    Gaojishu Tongxin/Chinese High Technology Letters, 2010, 20 (02): : 143 - 149
  • [44] Multi-objective Optimization of the FOFAS Based on the Workbench/Exploration
    Xiao Liang
    Feng Ming
    Ge Yang
    Wang Wei
    ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 101 - +
  • [45] Multi-objective design optimization of a new space radiator
    Ana Paula Curty Cuco
    Fabiano Luis de Sousa
    Valeri V. Vlassov
    Antonio José da Silva Neto
    Optimization and Engineering, 2011, 12 : 393 - 406
  • [46] Multi-objective robustness indicators for evaluation and exploration of design margins
    Juul-Nyholm, Herle Kjemtrup
    Eifler, Tobias
    JOURNAL OF ENGINEERING DESIGN, 2024, 35 (10) : 1227 - 1257
  • [47] Expanding the Exploration of the Criterion Space for Multi-Objective Optimal Control Problems
    Vallerio, Mattia
    Vercammen, Dominique
    Van Impe, Jan
    Logist, Filip
    2014 EUROPEAN CONTROL CONFERENCE (ECC), 2014, : 1236 - 1241
  • [48] A Two-Space-Density Based Multi-objective Evolutionary Algorithm for Multi-objective Optimization
    Wang P.
    Zhang C.-S.
    Zhang B.
    Wu J.-X.
    Liu T.-T.
    1600, Chinese Institute of Electronics (45): : 2343 - 2347
  • [49] Performance evaluation of efficient multi-objective evolutionary algorithms for design space exploration of embedded computer systems
    Ascia, Giuseppe
    Catania, Vincenzo
    Di Nuovo, Alessandro G.
    Palesi, Maurizio
    Patti, Davide
    APPLIED SOFT COMPUTING, 2011, 11 (01) : 382 - 398
  • [50] Multi-objective preference-free exact design space exploration of static DSP on multicore platforms
    Jordao, Rodolfo
    Bahrami, Fahimeh
    Yang, Yu
    Becker, Matthias
    Sander, Ingo
    Rosvall, Kathrin
    2024 FORUM ON SPECIFICATION & DESIGN LANGUAGES, FDL 2024, 2024, : 59 - 67