Roofline: an insightful visual performance model for multicore architectures
Abstract
We propose an easy-to-understand, visual performance model that offers insights to programmers and architects on improving parallel software and hardware for floating point computations.
- Authors:
-
- Univ. of California, Berkeley, CA (United States). Parallel Computing Lab.
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
- OSTI Identifier:
- 1407073
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Communications of the ACM
- Additional Journal Information:
- Journal Volume: 52; Journal Issue: 4; Journal ID: ISSN 0001-0782
- Publisher:
- Association for Computing Machinery
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 97 MATHEMATICS AND COMPUTING
Citation Formats
Williams, Samuel, Waterman, Andrew, and Patterson, David. Roofline: an insightful visual performance model for multicore architectures. United States: N. p., 2009.
Web. doi:10.1145/1498765.1498785.
Williams, Samuel, Waterman, Andrew, & Patterson, David. Roofline: an insightful visual performance model for multicore architectures. United States. https://doi.org/10.1145/1498765.1498785
Williams, Samuel, Waterman, Andrew, and Patterson, David. Sat .
"Roofline: an insightful visual performance model for multicore architectures". United States. https://doi.org/10.1145/1498765.1498785. https://www.osti.gov/servlets/purl/1407073.
@article{osti_1407073,
title = {Roofline: an insightful visual performance model for multicore architectures},
author = {Williams, Samuel and Waterman, Andrew and Patterson, David},
abstractNote = {We propose an easy-to-understand, visual performance model that offers insights to programmers and architects on improving parallel software and hardware for floating point computations.},
doi = {10.1145/1498765.1498785},
journal = {Communications of the ACM},
number = 4,
volume = 52,
place = {United States},
year = {Sat Apr 04 00:00:00 EDT 2009},
month = {Sat Apr 04 00:00:00 EDT 2009}
}
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