Concepedia

Adaptive Scaling

Adaptive Scaling is a dynamic resource allocation framework that distinguishes itself by automatically adjusting system capacity in response to real-time workload fluctuations to optimize throughput in computing environments.

196

Publications

8K

Citations

646

Authors

252

Institutions

Publications per year

2017–2026

81

Parents

Publications

196

Large Batch Training of Convolutional Networks

Yang You, Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 509 citations · Full text

, , +17

Power-Aware Speed Scaling in Processor Sharing Systems

Adam Wierman, Lachlan L. H. Andrew, Ao Tang · 2009 · 261 citations · Full text

, , +17

Home range plus: a space-time characterization of movement over real landscapes

Andrew Lyons, Wendy C. Turner, Wayne M. Getz · Movement Ecology · 2013 · 233 citations · Full text

, , +17

Low-power operation using self-timed circuits and adaptive scaling of the supply voltage

Lars Nielsen, C. Niessen, Kees van Berkel · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 1994 · 233 citations · Full text

, , +17

Scaling SGD Batch Size to 32K for ImageNet Training.

Yang You, Igor Gitman, Boris Ginsburg · arXiv (Cornell University) · 2017 · 225 citations · Full text

, , +17

1–5 of 196

Authors

646

  1. AB
    Andrew B. Kahng

    University of California San Diego, United States

    4 publications · 48 citations

    4

    h-index

  2. TC
    Tuck-Boon Chan

    University of California San Diego, United States

    4 publications · 48 citations

    4

    h-index

  3. WJ
    Wei-Ting Jonas Chan

    University of California San Diego, United States

    3 publications · 31 citations

    3

    h-index

  4. BG
    Boris Ginsburg

    Nvidia (United States), United States

    3 publications · 751 citations

    3

    h-index

  5. DP
    Dmitry Ponomarev

    Binghamton University, United States

    3 publications · 265 citations

    3

    h-index

1–5 of 646

Institutions

252

  1. University of California San Diego

    San Diego, United States

    6 h-index

    13 publications

    363 citations

  2. University of Science and Technology of China

    Hefei, China

    4 h-index

    9 publications

    232 citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    4 h-index

    11 publications

    848 citations

  4. University of Bristol

    Bristol, United Kingdom

    4 h-index

    5 publications

    116 citations

  5. National University of Singapore

    Singapore, Singapore

    4 h-index

    15 publications

    273 citations

  6. Philips (Netherlands)

    Amsterdam, The Netherlands

    4 h-index

    9 publications

    593 citations

  7. City University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    9 publications

    345 citations

  8. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    11 publications

    187 citations

1–8 of 252

Venues

  1. IEEE Journal of Solid-State Circuits

    4 publications · 201 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 4 publications · 794 citations

    4

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 54 citations

    3

    h-index

  4. IEEE Transactions on Computers

    3 publications · 74 citations

    3

    h-index

  5. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 3 publications · 70 citations

    3

    h-index

1–5