Concepedia

Roofline Model

Roofline Model is a performance modeling framework that characterizes the upper bounds of computational performance for a given hardware platform as a function of arithmetic intensity, distinguishing itself by integrating both peak compute and memory bandwidth constraints into a single visual and analytical construct.

54

Publications

6.4K

Citations

170

Authors

61

Institutions

Publications per year

2017–2026

37

Parents

Publications

54

Roofline

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

, , +10

Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks

Chen Zhang, Peng Li, Guangyu Sun et al. · 2015 · 2.1K citations

, , +17

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

MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip

Lei Gong, Chao Wang, Xi Li et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018 · 115 citations

, , +17

1–5 of 54

Authors

170

  1. SW
    Samuel Williams

    Lawrence Berkeley National Laboratory, United States

    11 publications · 2.7K citations

    11

    h-index

  2. LS
    Leonel Sousa

    Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento, Portugal

    5 publications · 234 citations

    5

    h-index

  3. AI
    Aleksandar Ilić

    University of Nis, Serbia

    5 publications · 234 citations

    5

    h-index

  4. MS
    Marco Siracusa

    Politecnico di Milano, Italy

    4 publications · 107 citations

    4

    h-index

  5. LO
    Leonid Oliker

    Lawrence Berkeley National Laboratory, United States

    3 publications · 107 citations

    3

    h-index

1–5 of 170

Institutions

61

  1. Lawrence Berkeley National Laboratory

    Berkeley, United States

    12 h-index

    43 publications

    3.9K citations

  2. National Energy Research Scientific Computing Center

    Berkeley, United States

    5 h-index

    21 publications

    831 citations

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

    Lisbon, Portugal

    5 h-index

    15 publications

    722 citations

  4. Friedrich-Alexander-Universität Erlangen-Nürnberg

    Erlangen, Germany

    4 h-index

    8 publications

    452 citations

  5. Politecnico di Milano

    Milan, Italy

    4 h-index

    9 publications

    242 citations

  6. University of Lisbon

    Lisbon, Portugal

    4 h-index

    13 publications

    690 citations

  7. University of California, Berkeley

    Berkeley, United States

    3 h-index

    8 publications

    4.8K citations

  8. KU Leuven

    Leuven, Belgium

    2 h-index

    6 publications

    146 citations

1–8 of 61

Venues

  1. 3

    h-index

  2. Journal of Parallel and Distributed Computing

    2 publications · 85 citations

    2

    h-index

  3. IEEE Computer Architecture Letters

    2 publications · 153 citations

    2

    h-index

  4. IEEE Access

    2 publications · 36 citations

    2

    h-index

  5. Electronics

    1 publications · 24 citations

    1

    h-index

1–5