Multi Objective Design Space Exploration of Cache for Embedded Applications

被引:0
|
作者
Alipour, Mehdi [1 ]
Taghdisi, Hojjat [2 ]
Sadeghzadeh, Seyed Hassan [3 ]
机构
[1] Allameh Rafiei Higher Educ Inst Qazvin, Qazvin, Iran
[2] Islamic Azad Univ, Qazvin Branch, Dept Elect Comp, Tehran, Iran
[3] Payame Noor Univ, Dept Comp & IT, Tehran, Iran
关键词
Embedded processor; design space exploration; cache; performance per power;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
High contribution of cache access power in the total power consumption of embedded processors has made it a major concern in embedded system designs. By technology scaling, leakage power has created more stress on design constraint and power budget of embedded processors. Therefore; designers require a comprehensive design space exploration of cache architecture. In this paper we find out the optimum performance per power consumption points for cache sizes based on design space exploration using a new energy model considering dynamic and leakage energy of cache for embedded applications. Full exploration is performed based on different feature sizes to find out the effect of technology scale down on power parameters of cache. Results show that in different feature sizes 30% of static power and 43 % of total power of an embedded core is consumed in the cache hierarchy in average. It means based on this work in smaller feature sizes and for embedded application that can tolerate performance lose up to 3%, we should select smaller cache hierarchy to deliver better performance per power as the most important parameter in designing embedded systems.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Design space exploration for 3-D cache
    Tsai, Yuh-Fang
    Wang, Feng
    Xie, Yuan
    Vijaykrishnan, Narayanan
    Irwin, Mary Jane
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2008, 16 (04) : 444 - 455
  • [32] Multi-objective design space exploration of road trains with evolutionary algorithms
    Laumanns, N
    Laumanns, M
    Neunzig, D
    EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS, 2001, 1993 : 612 - 623
  • [33] Discrete Particle Swarm Optimization for Multi-objective Design Space Exploration
    Palermo, Gianluca
    Silvano, Cristina
    Zaccaria, Vittorio
    11TH EUROMICRO CONFERENCE ON DIGITAL SYSTEM DESIGN - ARCHITECTURES, METHODS AND TOOLS : DSD 2008, PROCEEDINGS, 2008, : 641 - 644
  • [34] Multi-objective design space exploration using explainable surrogate models
    Palar, Pramudita Satria
    Dwianto, Yohanes Bimo
    Zuhal, Lavi Rizki
    Morlier, Joseph
    Shimoyama, Koji
    Obayashi, Shigeru
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2024, 67 (03)
  • [35] Multi-objective design space exploration methodologies for platform based SOCs
    Talarico, Claudio
    Rodriguez-Marek, Esteban
    Koh, Min-Sung
    13TH ANNUAL IEEE INTERNATIONAL SYMPOSIUM AND WORKSHOP ON ENGINEERING OF COMPUTER BASED SYSTEMS, PROCEEDINGS: MASTERING THE COMPLEXITY OF COMPUTER-BASED SYSTEMS, 2006, : 353 - +
  • [36] Multi-Variant-based Design Space Exploration for Automotive Embedded Systems
    Graf, Sebastian
    Glass, Michael
    Teich, Juergen
    Lauer, Christoph
    2014 DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE AND EXHIBITION (DATE), 2014,
  • [37] WATSON: a multi-objective design space exploration tool for analog and RF IC design
    De Smedt, B
    Gielen, G
    PROCEEDINGS OF THE IEEE 2002 CUSTOM INTEGRATED CIRCUITS CONFERENCE, 2002, : 31 - 34
  • [38] Efficient Design Space Exploration of Embedded Platforms
    Lukasiewycz, Martin
    Sagstetter, Florian
    Steinhorst, Sebastian
    2015 52ND ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2015,
  • [39] Accelerating non-volatile/hybrid processor cache design space exploration for application specific embedded systems
    20151500728194
    (1) National University of Singapore, Singapore; (2) Data Storage Institute (DSI) Singapore, Singapore, 1600, (Institute of Electrical and Electronics Engineers Inc., United States):
  • [40] Accelerating Non-volatile/Hybrid Processor Cache Design Space Exploration for Application Specific Embedded Systems
    Haque, Mohammad Shihabul
    Li, Ang
    Kumar, Akash
    Wei, Qingsong
    2015 20TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC), 2015, : 435 - 440