Concepedia

Pipeline Mapping

Pipeline Mapping is a methodological framework within distributed deep learning that orchestrates the assignment of sequential layers of a neural network to distinct computational devices in a pipeline structure, thereby enabling efficient parallel execution during model training.

29

Publications

1.4K

Citations

122

Authors

42

Institutions

Publications per year

2017–2026

21

Parents

Publications

29

Do Switches Dream of Machine Learning?

Zhaoqi Xiong, Noa Zilberman · 2019 · 169 citations

, , +16

Scalable Packet Classification on FPGA

Weirong Jiang, Viktor K. Prasanna · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2011 · 134 citations

, , +17

MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip

Lei Gong, Chao Wang, Xi Li et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018 · 115 citations

, , +17

Mapping applications to the RaPiD configurable architecture

Carl Ebeling, D.C. Cronquist, Paul Franklin et al. · 2002 · 100 citations

, , +17

Large-scale wire-speed packet classification on FPGAs

Weirong Jiang, Viktor K. Prasanna · 2009 · 95 citations

, , +17

1–5 of 29

Authors

122

  1. HC
    Huanhuan Chen

    University of Science and Technology of China, China

    3 publications · 56 citations

    3

    h-index

  2. VK
    Viktor K. Prasanna

    University of Southern California, United States

    3 publications · 321 citations

    3

    h-index

  3. XZ
    Xuehai Zhou

    University of Science and Technology of China, China

    2 publications · 150 citations

    2

    h-index

  4. CW
    Chao Wang

    University of Science and Technology of China, China

    2 publications · 150 citations

    2

    h-index

  5. NZ
    Noa Zilberman

    University of Cambridge, United Kingdom

    2 publications · 201 citations

    2

    h-index

1–5 of 122

Institutions

42

  1. University of Science and Technology of China

    Hefei, China

    4 h-index

    15 publications

    802 citations

  2. Tsinghua University

    Beijing, China

    3 h-index

    14 publications

    778 citations

  3. University of Southern California

    Los Angeles, United States

    3 h-index

    6 publications

    600 citations

  4. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    6 publications

    110 citations

  5. Shenyang University of Technology

    Shenyang, China

    1 h-index

    3 publications

    45 citations

  6. Shenyang Institute of Automation

    Shenyang, China

    1 h-index

    5 publications

    75 citations

  7. University of Washington

    Seattle, United States

    1 h-index

    5 publications

    500 citations

  8. Xilinx (Ireland)

    Dublin, Ireland

    1 h-index

    4 publications

    176 citations

1–8 of 42

Venues

  1. IEEE Transactions on Computers

    3 publications · 102 citations

    3

    h-index

  2. 3

    h-index

  3. 1

    h-index

  4. Mechatronics

    1 publications · 27 citations

    1

    h-index

  5. IEEE Access

    1 publications · 11 citations

    1

    h-index

1–5