Concepedia

Parallel Inference

Parallel Inference is a scalable machine learning method that enables the simultaneous execution of multiple inference tasks across distributed computing resources to reduce overall latency and improve throughput.

169

Publications

8.2K

Citations

588

Authors

201

Institutions

Publications per year

2017–2026

67

Parents

Publications

169

Parallel distributed processing: explorations in the microstructure of cognition. Volume 1. Foundations

David E. Rumelhart, James L. McClelland · OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · 1986 · 552 citations

, , +17

GraphLab: A New Framework For Parallel Machine Learning

Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola et al. · arXiv (Cornell University) · 2014 · 441 citations · Full text

, , +16

More is Less: A More Complicated Network with Less Inference Complexity

Xuanyi Dong, Junshi Huang, Yi Yang et al. · 2017 · 296 citations

, , +16

GraphLab: A New Framework for Parallel Machine Learning

Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola et al. · arXiv (Cornell University) · 2010 · 258 citations · Full text

, , +16

TrueNorth: Accelerating From Zero to 64 Million Neurons in 10 Years

Michael DeBole, Brian Taba, Arnon Amir et al. · Computer · 2019 · 236 citations

, , +17

1–5 of 169

Authors

588

  1. JE
    Joseph E. Gonzalez

    University of California, Berkeley, United States

    5 publications · 982 citations

    5

    h-index

  2. YX
    Yinglong Xia

    University of Illinois Urbana-Champaign, United States

    5 publications · 98 citations

    5

    h-index

  3. VK
    Viktor K. Prasanna

    University of Southern California, United States

    5 publications · 98 citations

    5

    h-index

  4. CG
    Carlos Guestrin

    Carnegie Mellon University, United States

    4 publications · 873 citations

    4

    h-index

  5. YL
    Yucheng Low

    Carnegie Mellon University, United States

    4 publications · 873 citations

    4

    h-index

1–5 of 588

Institutions

201

  1. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    26 publications

    4.7K citations

  2. ETH Zurich

    Zurich, Switzerland

    8 h-index

    14 publications

    981 citations

  3. University of Southern California

    Los Angeles, United States

    8 h-index

    20 publications

    650 citations

  4. University of California, Berkeley

    Berkeley, United States

    6 h-index

    25 publications

    1.6K citations

  5. Seoul National University

    Seoul, South Korea

    5 h-index

    11 publications

    642 citations

  6. Duke University

    Durham, United States

    4 h-index

    13 publications

    643 citations

  7. Stanford University

    Stanford, United States

    4 h-index

    13 publications

    708 citations

  8. National University of Singapore

    Singapore, Singapore

    3 h-index

    7 publications

    599 citations

1–8 of 201

Venues

  1. arXiv (Cornell University)

    Repository · 24 publications · 1.8K citations

    18

    h-index

  2. Computer

    4 publications · 301 citations

    4

    h-index

  3. Future Generation Computer Systems

    FGCS · 4 publications · 80 citations

    4

    h-index

  4. New Generation Computing

    3 publications · 67 citations

    3

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 3 publications · 168 citations

    3

    h-index

1–5