Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning

Lin Zhao; Arijit Khan; Robby Luo; Chai Kiat Yeo

doi:10.1007/978-3-031-21127-0_35

Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning

Lin Zhao
, Arijit Khan
, Robby Luo
, Chai Kiat Yeo

Nanyang Technological University
Aalborg University
Ltd.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications
Subtitle of host publication	COMPLEX NETWORKS 2022—Volume 1
Editors	Hocine Cherifi, Rosario Nunzio Mantegna, Luis M. Rocha, Chantal Cherifi, Salvatore Miccichè
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	426-439
Number of pages	14
ISBN (Print)	9783031211263
DOIs	https://doi.org/10.1007/978-3-031-21127-0_35
State	Published - 2023
Externally published	Yes
Event	11th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2022 - Palermo, Italy Duration: Nov 8 2022 → Nov 10 2022

Publication series

Name	Studies in Computational Intelligence
Volume	1077 SCI
ISSN (Print)	1860-949X
ISSN (Electronic)	1860-9503

Conference

Conference	11th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2022
Country/Territory	Italy
City	Palermo
Period	11/8/22 → 11/10/22

ASJC Scopus Subject Areas

Artificial Intelligence

Keywords

GPUs
Graph analysis
Machine learning on graphs
Shader code

Access to Document

10.1007/978-3-031-21127-0_35

Cite this

Zhao, L., Khan, A., Luo, R., & Yeo, C. K. (2023). Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning. In H. Cherifi, R. N. Mantegna, L. M. Rocha, C. Cherifi, & S. Miccichè (Eds.), Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022—Volume 1 (pp. 426-439). (Studies in Computational Intelligence; Vol. 1077 SCI). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-21127-0_35

Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning. / Zhao, Lin; Khan, Arijit; Luo, Robby et al.
Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022—Volume 1. ed. / Hocine Cherifi; Rosario Nunzio Mantegna; Luis M. Rocha; Chantal Cherifi; Salvatore Miccichè. Springer Science and Business Media Deutschland GmbH, 2023. p. 426-439 (Studies in Computational Intelligence; Vol. 1077 SCI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhao, L, Khan, A, Luo, R & Yeo, CK 2023, Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning. in H Cherifi, RN Mantegna, LM Rocha, C Cherifi & S Miccichè (eds), Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022—Volume 1. Studies in Computational Intelligence, vol. 1077 SCI, Springer Science and Business Media Deutschland GmbH, pp. 426-439, 11th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2022, Palermo, Italy, 11/8/22. https://doi.org/10.1007/978-3-031-21127-0_35

Zhao L, Khan A, Luo R, Yeo CK. Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning. In Cherifi H, Mantegna RN, Rocha LM, Cherifi C, Miccichè S, editors, Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022—Volume 1. Springer Science and Business Media Deutschland GmbH. 2023. p. 426-439. (Studies in Computational Intelligence). doi: 10.1007/978-3-031-21127-0_35

Zhao, Lin ; Khan, Arijit ; Luo, Robby et al. / Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning. Complex Networks and Their Applications XI - Proceedings of The 11th International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022—Volume 1. editor / Hocine Cherifi ; Rosario Nunzio Mantegna ; Luis M. Rocha ; Chantal Cherifi ; Salvatore Miccichè. Springer Science and Business Media Deutschland GmbH, 2023. pp. 426-439 (Studies in Computational Intelligence).

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keywords = "GPUs, Graph analysis, Machine learning on graphs, Shader code",

author = "Lin Zhao and Arijit Khan and Robby Luo and Yeo, \{Chai Kiat\}",

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KW - Graph analysis

KW - Machine learning on graphs

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Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning

Publication series

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ASJC Scopus Subject Areas

Keywords

Access to Document

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