A two-phase design space exploration strategy for system-level real-time application mapping onto MPSoC

被引:14
作者
Jia, Z. J. [1 ]
Nunez, A. [1 ]
Bautista, T. [1 ]
Pimentel, A. D. [2 ]
机构
[1] Univ Las Palmas Gran Canaria, Inst Appl Microelect, Las Palmas Gran Canaria 35017, Spain
[2] Univ Amsterdam, Inst Informat, Comp Syst Architecture Grp, NL-1098 XH Amsterdam, Netherlands
关键词
Computer-aided design; Performance analysis; MP-SoC design; Experimentation; System-level design space exploration; Mapping strategy;
D O I
10.1016/j.micpro.2013.10.005
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a two-phase design space exploration (DSE) approach to address the problem of real-time application mapping on a flexible MPSoC platform. Our approach is composed of two independent phases - analytical estimation/pruning and system simulation - communicating via a well-defined interface. The strength of the resulting strategy is twofold. On one hand, it is capable of combining the benefits of analytical models and simulation tools (i.e., speed and accuracy). And on the other hand, separating pruning and evaluation phases facilitates the integration of different or additional pruning techniques as well as other existing simulation tools. Finally, we also present several proof-of-concept DSE experiments to illustrate distinct aspects and capabilities of our framework. These experimental results reveal that our approach, compared to other approaches based only on analytical estimation models or simulations guided by e.g. genetic algorithms, not only can explore a large design space and reach a valid solution in a time-efficient way, but also can provide solutions optimizing resource usage efficiency, system traffic and processor load balancing. (c) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:9 / 21
页数:13
相关论文
共 26 条
  • [1] [Anonymous], EURASIP J EMBEDDED S
  • [2] [Anonymous], 1990, COMPUT INTRACTABILIT
  • [3] [Anonymous], C REC COMP FPGA RECO
  • [4] [Anonymous], THESIS U AMSTERDAM N
  • [5] [Anonymous], THESIS U LAS PALMAS
  • [6] [Anonymous], ACM T EMBED IN PRESS
  • [7] 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
    [J]. APPLIED SOFT COMPUTING, 2011, 11 (01) : 382 - 398
  • [8] Taming heterogeneity the Ptolemy approach
    Eker, J
    Janneck, JW
    Lee, EA
    Liu, J
    Liu, XJ
    Ludvig, J
    Neuendorffer, S
    Sachs, S
    Xiong, YH
    [J]. PROCEEDINGS OF THE IEEE, 2003, 91 (01) : 127 - 144
  • [9] Eyerman S, 2006, DES AUT TEST EUROPE, P349
  • [10] Gries M, 2004, INTEGRATION, V38, P131, DOI 10.1016/j.vlsi.2004.06.001