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
  • [21] AUGER: A Multi-Objective Design Space Exploration Framework for CGRAs
    Li, Jingyuan
    Hu, Yihan
    Dai, Yuan
    Kuang, Huizhen
    Wang, Lingli
    2023 INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE TECHNOLOGY, ICFPT, 2023, : 88 - 95
  • [22] Multi-objective design space exploration using genetic algorithms
    Palesi, M
    Givargis, T
    CODES 2002: PROCEEDINGS OF THE TENTH INTERNATIONAL SYMPOSIUM ON HARDWARE/SOFTWARE CODESIGN, 2002, : 67 - 72
  • [23] Exact Multi-Objective Design Space Exploration using ASPmT
    Neubauer, Kai
    Wanko, Philipp
    Schaub, Torsten
    Haubelt, Christian
    PROCEEDINGS OF THE 2018 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2018, : 257 - 260
  • [24] MULTICUBE: Multi-Objective Design Space Exploration of Multi-Core Architectures
    Silvano, Cristina
    Fornaciari, William
    Palermo, Gianluca
    Zaccaria, Vittorio
    Castro, Fabrizio
    Martinez, Marcos
    Bocchio, Sara
    Zafalon, Roberto
    Avasare, Prabhat
    Vanmeerbeeck, Geert
    Ykman-Couvreur, Chantal
    Wouters, Maryse
    Kavka, Carlos
    Onesti, Luka
    Turco, Alessandro
    Bondi, Umberto
    Mariani, Giovanni
    Posadas, Hector
    Villar, Eugenio
    Wu, Chris
    Fan Dongrui
    Hao, Zhang
    Tang Shibin
    IEEE ANNUAL SYMPOSIUM ON VLSI (ISVLSI 2010), 2010, : 488 - 493
  • [25] Evolutionary multi-objective multi-architecture design space exploration methodology
    Frank, Christopher P.
    Marlier, Renaud A.
    Pinon-Fischer, Olivia J.
    Mavris, Dimitri N.
    OPTIMIZATION AND ENGINEERING, 2018, 19 (02) : 359 - 381
  • [26] Evolutionary multi-objective multi-architecture design space exploration methodology
    Christopher P. Frank
    Renaud A. Marlier
    Olivia J. Pinon-Fischer
    Dimitri N. Mavris
    Optimization and Engineering, 2018, 19 : 359 - 381
  • [27] Design Space Exploration of Power Efficient Cache Design Techniques
    Kapania, Ashish
    Aradhya, H. V. Ravish
    ADVANCES IN NETWORKS AND COMMUNICATIONS, PT II, 2011, 132 : 362 - 371
  • [28] FlexWalker: An Efficient Multi-Objective Design Space Exploration Framework for HLS Design
    Zou, Zheyuan
    Tang, Cheng
    Gong, Lei
    Wang, Chao
    Zhou, Xuehai
    2024 34TH INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS, FPL 2024, 2024, : 126 - 132
  • [29] Design space exploration algorithm for heterogeneous multi-processor embedded system design
    Karkowski, I
    Corporaal, H
    1998 DESIGN AUTOMATION CONFERENCE, PROCEEDINGS, 1998, : 82 - 87
  • [30] Is the Future Cold or Tall? Design Space Exploration of Cryogenic and 3D Embedded Cache Memory
    Hankin, Alexander
    Pentecost, Lillian
    Min, Dongmoon
    Brooks, David
    Wei, Gu-Yeon
    2023 IEEE INTERNATIONAL SYMPOSIUM ON PERFORMANCE ANALYSIS OF SYSTEMS AND SOFTWARE, ISPASS, 2023, : 134 - 144