Concepedia

Pipeline Latency Optimization

Pipeline Latency Optimization is a methodological framework within distributed deep learning that minimizes the time delay in propagating activations and gradients across pipeline stages by strategically overlapping computation and communication while balancing stage workloads to reduce idle periods.

77

Publications

5.4K

Citations

320

Authors

101

Institutions

Publications per year

2017–2026

39

Parents

Publications

77

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Dario Amodei, Rishita Anubhai, Eric Battenberg et al. · arXiv (Cornell University) · 2015 · 2.2K citations · Full text

, , +15

DNNBuilder

Xiaofan Zhang, Junsong Wang, Chao Zhu et al. · 2018 · 341 citations

, , +17

Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation

Hao Wu, Patrick Judd, Xiaojie Zhang et al. · arXiv (Cornell University) · 2020 · 218 citations · Full text

, , +17

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Dario Amodei, Rishita Anubhai, Eric Battenberg et al. · arXiv (Cornell University) · 2015 · 191 citations · Full text

, , +15

Low-latency analysis pipeline for compact binary coalescences in the advanced gravitational wave detector era

T. Adams, D. Buskulic, V. Germain et al. · Classical and Quantum Gravity · 2016 · 181 citations · Full text

, , +13

1–5 of 77

Authors

320

  1. KC
    Kevin Chan

    DEVCOM Army Research Laboratory, United States

    2 publications · 44 citations

    2

    h-index

  2. RP
    Ryan Prenger

    University of California, Berkeley, United States

    2 publications · 2.4K citations

    2

    h-index

  3. NS
    Nam Sung Kim

    University of Illinois Urbana-Champaign, United States

    2 publications · 68 citations

    2

    h-index

  4. GD
    Greg Diamos

    Google (United States), United States

    2 publications · 2.4K citations

    2

    h-index

  5. ZC
    Zeshan Chishti

    Intel (United States), United States

    2 publications · 32 citations

    2

    h-index

1–5 of 320

Institutions

101

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    18 publications

    1.4K citations

  2. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    10 publications

    265 citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    10 publications

    326 citations

  4. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    3 h-index

    5 publications

    254 citations

  5. IBM (United States)

    Armonk, United States

    3 h-index

    5 publications

    134 citations

  6. California Southern University

    Chandler, United States

    2 h-index

    6 publications

    204 citations

  7. Pennsylvania State University

    State College, United States

    2 h-index

    4 publications

    74 citations

  8. Université de Rennes

    Rennes, France

    2 h-index

    2 publications

    61 citations

1–8 of 101

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 2.7K citations

    6

    h-index

  2. IEEE Transactions on Mobile Computing

    TMCCI · 3 publications · 84 citations

    3

    h-index

  3. Classical and Quantum Gravity

    2 publications · 208 citations

    2

    h-index

  4. ACM SIGARCH Computer Architecture News

    2 publications · 39 citations

    2

    h-index

  5. Real-Time Systems

    1 publications · 28 citations

    1

    h-index

1–5