Memory-Centric Communication Architecture for Reconfigurable Computing

被引:0
|
作者
Chang, Kyungwook [1 ]
Choi, Kiyoung [1 ]
机构
[1] Seoul Natl Univ, Dept Elect Engn & Comp Sci, Seoul, South Korea
关键词
memory-centric; CGRA; reconfigurable array architecture; communication overhead;
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
This paper presents a memory-centric communication architecture for a reconfigurable array of processing elements, which reduces the communication overhead by establishing a direct communication channel through a memory between the array and other masters in the system. Not to increase the area cost too much, we do not use a multi-port memory, but divide the memory into multiple memory units, each having a single port. The masters and the memory units have one-to-one mapping through a simple crossbar switch, which switches whenever data transfer is needed. Experimental results show that the proposed architecture achieves 76% performance improvement over the conventional architecture.
引用
收藏
页码:400 / 405
页数:6
相关论文
共 50 条
  • [1] A Classification of Memory-Centric Computing
    Hoang Anh Du Nguyen
    Yu, Jintao
    Abu Lebdeh, Muath
    Taouil, Mottaqiallah
    Hamdioui, Said
    Catthoor, Francky
    ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2020, 16 (02)
  • [2] Memory-centric security architecture
    Shi, Weidong
    Lu, Chenghuai
    Lee, Hsien-Hsin S.
    TRANSACTIONS ON HIGH-PERFORMANCE EMBEDDED ARCHITECTURES AND COMPILERS I, 2007, 4050 : 95 - +
  • [3] Memory-centric security architecture
    Shi, WD
    Lu, CH
    Lee, HHS
    HIGH PERFORMANCE EMBEDDED ARCHITECTURES AND COMPLIERS, PROCEEDINGS, 2005, 3793 : 153 - 168
  • [4] DataScalar: A memory-centric approach to computing
    Kaxiras, S
    Burger, D
    Goodman, JR
    JOURNAL OF SYSTEMS ARCHITECTURE, 1999, 45 (12-13) : 1001 - 1022
  • [5] Research Challenges in Memory-Centric Computing
    Ignatowski, Mike
    Beard, Jonathan C.
    Hady, Frank T.
    Jacob, Bruce
    Heroux, Michael A.
    PROCEEDINGS OF WORKSHOP ON MEMORY CENTRIC HIGH PERFORMANCE COMPUTING (MCHPC'18), 2018, : 3 - 3
  • [6] DataScalar: A memory-centric approach to computing
    Kaxiras, Stefanos
    Burger, Doug
    Goodman, James R.
    Journal of Systems Architecture, 1999, 45 (12) : 1001 - 1022
  • [7] Memory-Centric Neuromorphic Computing With Nanodevices
    Querlioz, Damien
    Hirtzlin, Tifenn
    Klein, Jacques-Olivier
    Nowak, Etienne
    Vianello, Elisa
    Bocquet, Marc
    Portal, Jean-Michel
    Romera, Miguel
    Talatchian, Philippe
    Grollier, Julie
    2019 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS 2019), 2019,
  • [8] Lightning Talk: Memory-Centric Computing
    Mutlu, Onur
    2023 60TH ACM/IEEE DESIGN AUTOMATION CONFERENCE, DAC, 2023,
  • [9] Memory-centric Architecture for Disaggregated Computers
    Ishizaki T.
    Yamabe Y.
    NTT Technical Review, 2021, 19 (07): : 65 - 69
  • [10] On EDA Solutions for Reconfigurable Memory-Centric AI Edge Applications
    Chen, Hung-Ming
    Hu, Chia-Lin
    Chang, Kang-Yu
    Kuster, Alexandra
    Lin, Yu-Hsien
    Kuo, Po-Shen
    Chao, Wei-Tung
    Lai, Bo-Cheng
    Liu, Chien-Nan
    Jou, Shyh-Jye
    2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD), 2020,