Concepedia

Roofline Analysis

Roofline Analysis is a performance modeling framework that characterizes the upper bound of achievable computational performance of a system as a function of its memory bandwidth and computational capacity, distinguished by its use of an arithmetic intensity-based roof-shaped bound to identify performance bottlenecks.

22

Publications

3.2K

Citations

63

Authors

24

Institutions

Publications per year

2017–2026

15

Parents

Publications

22

Roofline

Samuel Williams, Andrew Waterman, David A. Patterson · Communications of the ACM · 2009 · 2.4K citations · Full text

, , +10

A Roofline Model of Energy

Jee Choi, Daniel Bedard, Robert J. Fowler et al. · 2013 · 122 citations

, , +17

Cache-aware Roofline model: Upgrading the loft

Aleksandar Ilić, Frederico Pratas, Leonel Sousa · IEEE Computer Architecture Letters · 2013 · 120 citations

, , +17

Hierarchical Roofline analysis for GPUs: Accelerating performance optimization for the NERSC‐9 Perlmutter system

Charlene Yang, Thorsten Kurth, Samuel Williams · Concurrency and Computation Practice and Experience · 2019 · 69 citations · Full text

, , +17

An Instruction Roofline Model for GPUs

Nan Ding, Samuel Williams · 2019 · 60 citations

, , +17

1–5 of 22

Authors

63

  1. SW
    Samuel Williams

    Lawrence Berkeley National Laboratory, United States

    7 publications · 2.6K citations

    7

    h-index

  2. CY
    Charlene Yang

    Lawrence Berkeley National Laboratory, United States

    3 publications · 101 citations

    3

    h-index

  3. KB
    Kshitij Bhardwaj

    Harvard University Press, United States

    2 publications · 55 citations

    2

    h-index

  4. AF
    Aleksandra Faust

    Google (United States), United States

    2 publications · 55 citations

    2

    h-index

  5. TK
    Thorsten Kurth

    Lawrence Berkeley National Laboratory, United States

    2 publications · 87 citations

    2

    h-index

1–5 of 63

Institutions

24

  1. Lawrence Berkeley National Laboratory

    Berkeley, United States

    8 h-index

    18 publications

    2.9K citations

  2. Google (United States)

    Mountain View, United States

    2 h-index

    2 publications

    55 citations

  3. Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento

    Lisbon, Portugal

    2 h-index

    6 publications

    414 citations

  4. University of Lisbon

    Lisbon, Portugal

    2 h-index

    6 publications

    414 citations

  5. Intel (United States)

    Santa Clara, United States

    2 h-index

    5 publications

    126 citations

  6. Harvard University Press

    Cambridge, United States

    2 h-index

    11 publications

    319 citations

  7. Politecnico di Milano

    Milan, Italy

    2 h-index

    7 publications

    185 citations

  8. National Energy Research Scientific Computing Center

    Berkeley, United States

    2 h-index

    6 publications

    210 citations

1–8 of 24

Venues

  1. IEEE Computer Architecture Letters

    2 publications · 153 citations

    2

    h-index

  2. 2

    h-index

  3. Communications of the ACM

    1 publications · 2.4K citations

    1

    h-index

  4. Computer Physics Communications

    1 publications · 53 citations

    1

    h-index

  5. Future Generation Computer Systems

    FGCS · 1 publications · 18 citations

    1

    h-index

1–5