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
  • [21] Design of Processor in Memory with RISC-modified Memory-Centric Architecture
    Efnusheva, Danijela
    Tentov, Aristotel
    CYBERNETICS AND MATHEMATICS APPLICATIONS IN INTELLIGENT SYSTEMS, CSOC2017, VOL 2, 2017, 574 : 70 - 81
  • [22] Memory-Centric Computing for Image Classification Using SNN with RRAM
    AbuHamra, Nada
    Mohammad, Baker
    2024 IEEE 6TH INTERNATIONAL CONFERENCE ON AI CIRCUITS AND SYSTEMS, AICAS 2024, 2024, : 105 - 109
  • [23] Evaluating Machine Learning Workloads on Memory-Centric Computing Systems
    Gomez-Luna, Juan
    Guo, Yuxin
    Brocard, Sylvan
    Legriel, Julien
    Cimadomo, Remy
    Oliveira, Geraldo F.
    Singh, Gagandeep
    Mutlu, Onur
    2023 IEEE INTERNATIONAL SYMPOSIUM ON PERFORMANCE ANALYSIS OF SYSTEMS AND SOFTWARE, ISPASS, 2023, : 35 - 49
  • [24] HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing
    Zhou, Minxuan
    Li, Muzhou
    Imani, Mohsen
    Rosing, Tajana
    PROCEEDINGS OF THE 2021 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2021), 2021, : 330 - 335
  • [25] Fast and secure Global-Heap for memory-centric computing
    Cha, Myung-Hoon
    Lee, Sang-Min
    An, Baik-Song
    Kim, Hong-Yeon
    Kim, Kang-Ho
    JOURNAL OF SUPERCOMPUTING, 2021, 77 (11): : 13262 - 13291
  • [26] Detection of Road Line Markings based on Memory-centric Computing
    Yusupbaev, Bobokhon
    Yu, Ke
    Choi, Jun Rim
    2024 INTERNATIONAL TECHNICAL CONFERENCE ON CIRCUITS/SYSTEMS, COMPUTERS, AND COMMUNICATIONS, ITC-CSCC 2024, 2024,
  • [27] Memory-Centric Architecture of Neural Processing Unit for Edge Device
    Lee, Eunchong
    Sung, Minyong
    Jang, Sung-Joon
    Park, Jonghee
    Lee, Sang-Seol
    18TH INTERNATIONAL SOC DESIGN CONFERENCE 2021 (ISOCC 2021), 2021, : 240 - 241
  • [28] Verification of Interconnect RTL Code for Memory-Centric Computing using UVM
    Kwon, Hyuk Je
    Oh, Myeong-Hoon
    Kwon, Won-ok
    2021 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC), 2021,
  • [29] Memory-centric motion estimator
    Beric, A
    Sethuraman, R
    van Meerbergen, J
    de Haan, G
    18TH INTERNATIONAL CONFERENCE ON VLSI DESIGN, PROCEEDINGS: POWER AWARE DESIGN OF VLSI SYSTEMS, 2005, : 816 - 819
  • [30] Memory-centric video processing
    Beric, Aleksandar
    van Meerbergen, Jef
    de Haan, Gerard
    Sethuraman, Ramanathan
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2008, 18 (04) : 439 - 452