Concepedia

Kernel Optimization

Kernel Optimization is a methodological contribution in GPU computing that systematically enhances the performance of parallel computational kernels by minimizing execution time, resource usage, or energy consumption through architecture-aware refinements in thread organization, memory access patterns, and instruction-level parallelism.

742

Publications

43.4K

Citations

2.3K

Authors

629

Institutions

Publications per year

2017–2026

259

Parents

Publications

742

Instant neural graphics primitives with a multiresolution hash encoding

Thomas Müller, Alex Evans, Christoph Schied et al. · ACM Transactions on Graphics · 2022 · 3.7K citations · Full text

, , +17

cuDNN: Efficient Primitives for Deep Learning

Sharan Chetlur, Cliff Woolley, Philippe Vandermersch et al. · arXiv (Cornell University) · 2014 · 1K citations · Full text

, , +17

Chisel

Jonathan Bachrach, Huy T. Vo, Brian Richards et al. · 2012 · 905 citations

, , +13

LINPACK User's Guide.

Virginia Klema, Jack Dongarra, James R. Bunch et al. · Mathematics of Computation · 1980 · 648 citations

, , +14

Debunking the 100X GPU vs. CPU myth

Victor W. Lee, Changkyu Kim, Jatin Chhugani et al. · 2010 · 626 citations

, , +15

1–5 of 742

Authors

2.3K

  1. JD
    Jack Dongarra

    University of Tennessee at Knoxville, United States

    27 publications · 1.8K citations

    18

    h-index

  2. ST
    Stanimire Tomov

    University of Tennessee at Knoxville, United States

    16 publications · 583 citations

    14

    h-index

  3. HA
    Hartwig Anzt

    University of Tennessee at Knoxville, United States

    12 publications · 327 citations

    11

    h-index

  4. GG
    Georgios Goumas

    National Technical University of Athens, Greece

    10 publications · 342 citations

    10

    h-index

  5. RV
    Richard Vuduc

    Georgia Institute of Technology, United States

    9 publications · 1.2K citations

    9

    h-index

1–5 of 2.3K

Institutions

629

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    19 h-index

    53 publications

    2.9K citations

  2. University of Tennessee at Knoxville

    Knoxville, United States

    16 h-index

    86 publications

    2.6K citations

  3. Chinese Academy of Sciences

    Beijing, China

    16 h-index

    72 publications

    2.4K citations

  4. The University of Texas at Austin

    Austin, United States

    15 h-index

    33 publications

    1.9K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    15 h-index

    45 publications

    1.4K citations

  6. Oak Ridge National Laboratory

    Oak Ridge, United States

    14 h-index

    45 publications

    1.1K citations

  7. Tsinghua University

    Beijing, China

    14 h-index

    70 publications

    2.5K citations

  8. Intel (United States)

    Santa Clara, United States

    13 h-index

    51 publications

    13K citations

1–8 of 629

Venues

  1. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 20 publications · 605 citations

    16

    h-index

  2. arXiv (Cornell University)

    Repository · 21 publications · 2.9K citations

    16

    h-index

  3. Procedia Computer Science

    14 publications · 259 citations

    13

    h-index

  4. ACM SIGPLAN Notices

    13 publications · 400 citations

    12

    h-index

  5. 10

    h-index

1–5