3D-Sorter: 3D design of a Resource-aware Hardware Sorter for Edge Computing Platforms under Area and Energy consumption constraints

被引:3
|
作者
Norollah, Amin [1 ]
Kazemi, Zahra [2 ]
Hely, David [2 ]
机构
[1] Iran Univ Sci & Technol, Dept Comp Engn, Tehran, Iran
[2] Univ Grenoble Alpes, LCIS Lab, Grenoble INP, Valence, France
关键词
Hardware accelerator; multi-dimensional sorting algorithm; sorting network; parallel sorting; FPGA;
D O I
10.1109/ISVLSI49217.2020.00018
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 proposed a 3-dimensional hardware sorting architecture (3D-Sorter), based on Multi-Dimensional Sorting Algorithm (MDSA). the proposed architecture transforms a sequence of input records into a 3-dimensional matrix. Records of every dimension are sorted in several MDSA phases, using partial sorting methods. Our synthesis results, provided by Xilinx Vivado indicate that the 3D-Sorter design decreases the number of Look-Up Tables (LUT) and registers by 54% and 42.7%, compared to the state-of-the-art hardware sorter. Also, the power consumption is reduced by 48.15% on average. The results show that the proposed architecture is a remarkable power/area saving for edge components.
引用
收藏
页码:42 / 47
页数:6
相关论文
共 35 条
  • [21] MSP based thermal-aware mapping approach for 3D Network-on-Chip under performance constraints
    Feng, Gui
    Ge, Fen
    Wu, Ning
    Zhou, Lei
    Liu, Jing
    IEICE ELECTRONICS EXPRESS, 2016, 13 (07):
  • [22] Pareto-Optimal Aerial-Ground Energy Minimization for Aerial 3D Mobile Edge Computing Networks
    Xu, Changyuan
    Zhan, Cheng
    Yang, Helin
    Xiao, Liang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (05) : 7218 - 7233
  • [23] Optimization of UAV 3D Trajectory in a Post-disaster Area Using Dual Energy-Aware Bandits
    Amrallah, Amr
    Mohamed, Ehab Mahmoud
    Tran, Gia Khanh
    Sakaguchi, Kei
    IEICE COMMUNICATIONS EXPRESS, 2023, 12 (08): : 403 - 408
  • [24] QoE-Aware 3D Video Streaming via Deep Reinforcement Learning in Software Defined Networking Enabled Mobile Edge Computing
    Zhou, Pan
    Xie, Yulai
    Niu, Ben
    Pu, Lingjun
    Xu, Zichuan
    Jiang, Hao
    Huang, Huawei
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (01): : 419 - 433
  • [25] Energy Aware and Reliable STT-RAM based Cache Design for 3D Embedded Chip-Multiprocessors
    Arezoomand, Fatemeh
    Asad, Arghavan
    Fazeli, Mahdi
    Fathy, Mahmood
    Mohammadi, Farah
    2017 12TH INTERNATIONAL SYMPOSIUM ON RECONFIGURABLE COMMUNICATION-CENTRIC SYSTEMS-ON-CHIP (RECOSOC), 2017,
  • [26] 3D finite element simulation of the effect of mouldboard plough's design on both the energy consumption and the tillage quality
    Ibrahmi, Ayadi
    Bentaher, Hatem
    Hamza, Elyes
    Maalej, Aref
    Mouazen, Abdul M.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 90 (1-4): : 473 - 487
  • [27] 3D finite element simulation of the effect of mouldboard plough’s design on both the energy consumption and the tillage quality
    Ayadi Ibrahmi
    Hatem Bentaher
    Elyes Hamza
    Aref Maalej
    Abdul M. Mouazen
    The International Journal of Advanced Manufacturing Technology, 2017, 90 : 473 - 487
  • [28] Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces
    Escriva, David Millan
    Ruiz, Javier Tendillo
    Carbo, Pau Garrigues
    Santacruz, Andres Martin Larroza
    Gomariz, Guillermo Amat
    Soler, Javier Perez
    Guardiola, Jose Luis
    Perez-Cortes, Juan-Carlos
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2023, 95 (09): : 1079 - 1090
  • [29] Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces
    David Millán Escrivá
    Javier Tendillo Ruiz
    Pau Garrigues Carbó
    Andrés Martín Larroza Santacruz
    Guillermo Amat Gomariz
    Javier Perez Soler
    Jose Luis Guardiola
    Juan-Carlos Perez-Cortes
    Journal of Signal Processing Systems, 2023, 95 : 1079 - 1090
  • [30] 6WR: A Hardware Friendly 3D-HEVC DMM-1 Algorithm and its Energy-Aware and High-Throughput Design
    Perleberg, Murilo
    Borges, Vinicius
    Afonso, Vladimir
    Palomino, Daniel
    Agostini, Luciano
    Porto, Marcelo
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (05) : 836 - 840