Concepedia

Gpu Performance Modeling

GPU Performance Modeling is a computational framework that predicts the execution behavior and efficiency of graphics processing units under varying workloads by abstracting hardware characteristics and workload dynamics through analytical or statistical methods.

294

Publications

16.1K

Citations

872

Authors

276

Institutions

Publications per year

2017–2026

95

Parents

Publications

294

An analytical model for a GPU architecture with memory-level and thread-level parallelism awareness

Sunpyo Hong, Hyesoon Kim · 2009 · 639 citations

, , +17

A performance study of general-purpose applications on graphics processors using CUDA

Shuai Che, Michael Boyer, Jiayuan Meng et al. · Journal of Parallel and Distributed Computing · 2008 · 610 citations

, , +16

An integrated GPU power and performance model

Sunpyo Hong, Hyesoon Kim · 2010 · 477 citations

, , +17

Demystifying GPU microarchitecture through microbenchmarking

Henry Wong, Misel-Myrto Papadopoulou, Maryam Sadooghi-Alvandi et al. · 2010 · 447 citations

, , +17

Understanding the efficiency of ray traversal on GPUs

Timo Aila, Samuli Laine · 2009 · 384 citations

, , +17

1–5 of 294

Authors

872

  1. HK
    Hyesoon Kim

    Georgia Institute of Technology, United States

    7 publications · 1.5K citations

    7

    h-index

  2. JM
    Jiayuan Meng

    University of Virginia, United States

    6 publications · 805 citations

    6

    h-index

  3. PG
    Ping Guo

    Beijing Normal University, China

    5 publications · 162 citations

    5

    h-index

  4. SH
    Sunpyo Hong

    Georgia Institute of Technology, United States

    5 publications · 1.4K citations

    5

    h-index

  5. KK
    Kalyan Kumaran

    Argonne National Laboratory, United States

    5 publications · 195 citations

    5

    h-index

1–5 of 872

Institutions

276

  1. Georgia Institute of Technology

    Atlanta, United States

    12 h-index

    31 publications

    4.8K citations

  2. Oak Ridge National Laboratory

    Oak Ridge, United States

    10 h-index

    24 publications

    1.8K citations

  3. Intel (United States)

    Santa Clara, United States

    8 h-index

    15 publications

    448 citations

  4. The University of Texas at Austin

    Austin, United States

    8 h-index

    16 publications

    793 citations

  5. University of Wisconsin–Madison

    Madison, United States

    7 h-index

    22 publications

    2.9K citations

  6. North Carolina State University

    Raleigh, United States

    6 h-index

    13 publications

    245 citations

  7. Argonne National Laboratory

    Lemont, United States

    6 h-index

    20 publications

    785 citations

  8. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    17 publications

    2.1K citations

1–8 of 276

Venues

  1. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 15 publications · 984 citations

    14

    h-index

  2. 7

    h-index

  3. Computers & Fluids

    6 publications · 287 citations

    6

    h-index

  4. Journal of Parallel and Distributed Computing

    6 publications · 753 citations

    6

    h-index

  5. IEEE Computer Architecture Letters

    5 publications · 485 citations

    5

    h-index

1–5