Using machine learning to optimize graph execution on NUMA machines-Reference-Cited by-同舟云学术

Using machine learning to optimize graph execution on NUMA machines

Published:2022-07-10 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 59th ACM/IEEE Design Automation Conference
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Author:

de A. Rocha Hiago Mayk G.¹,Schwarzrock Janaina¹,Lorenzon Arthur F.²,Beck Antonio Carlos S.¹

Affiliation:

1. Federal University of Rio Grande do Sul - Porto Alegre, Brazil

2. Federal University of Pampa - Alegrete, Brazil

Funder

Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul (FAPERGS)

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3489517.3530581

Reference29 articles.

1. Tanuj Aasawat , Tahsin Reza , Kazuki Yoshizoe , and Matei Ripeanu . 2020. HyGN: Hybrid Graph Engine for NUMA . In IEEE BigData . 383--390. Tanuj Aasawat, Tahsin Reza, Kazuki Yoshizoe, and Matei Ripeanu. 2020. HyGN: Hybrid Graph Engine for NUMA. In IEEE BigData. 383--390.

2. Virat Agarwal , Fabrizio Petrini , Davide Pasetto , and David A Bader . 2010. Scalable graph exploration on multicore processors . In SC. IEEE , 1--11. Virat Agarwal, Fabrizio Petrini, Davide Pasetto, and David A Bader. 2010. Scalable graph exploration on multicore processors. In SC. IEEE, 1--11.

3. Scott Beamer , Krste Asanović , and David Patterson . 2015. The GAP benchmark suite. arXiv preprint arXiv:1508.03619 ( 2015 ). Scott Beamer, Krste Asanović, and David Patterson. 2015. The GAP benchmark suite. arXiv preprint arXiv:1508.03619 (2015).

4. François Broquedis , Olivier Aumage , Brice Goglin , Samuel Thibault , Pierre-Andr Wacrenier , and Raymond Namyst . 2010. Structuring the execution of OpenMP applications for multicore architectures . In IPDPS. IEEE , 1--10. François Broquedis, Olivier Aumage, Brice Goglin, Samuel Thibault, Pierre-Andr Wacrenier, and Raymond Namyst. 2010. Structuring the execution of OpenMP applications for multicore architectures. In IPDPS. IEEE, 1--10.

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