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Penporn Koanantakool
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Books and Theses
- 2017
- [b1]Penporn Koanantakool:
Communication Avoidance for Algorithms with Sparse All-to-all Interactions. University of California, Berkeley, USA, 2017
Journal Articles
- 2022
- [j2]Aart J. C. Bik, Penporn Koanantakool
, Tatiana Shpeisman
, Nicolas Vasilache
, Bixia Zheng
, Fredrik Kjolstad
:
Compiler Support for Sparse Tensor Computations in MLIR. ACM Trans. Archit. Code Optim. 19(4): 50:1-50:25 (2022) - 2014
- [j1]Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer:
Scalable multimedia content analysis on parallel platforms using python. ACM Trans. Multim. Comput. Commun. Appl. 10(2): 18:1-18:22 (2014)
Conference and Workshop Papers
- 2018
- [c6]Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh
:
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation. AISTATS 2018: 1376-1386 - [c5]Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman:
Mesh-TensorFlow: Deep Learning for Supercomputers. NeurIPS 2018: 10435-10444 - 2016
- [c4]Erin C. Carson
, James Demmel, Laura Grigori, Nicholas Knight, Penporn Koanantakool, Oded Schwartz, Harsha Vardhan Simhadri:
Write-Avoiding Algorithms. IPDPS 2016: 648-658 - [c3]Penporn Koanantakool, Ariful Azad, Aydin Buluç
, Dmitriy Morozov, Sang-Yun Oh
, Leonid Oliker, Katherine A. Yelick
:
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication. IPDPS 2016: 842-853 - 2014
- [c2]Penporn Koanantakool, Katherine A. Yelick
:
A Computation- and Communication-Optimal Parallel Direct 3-Body Algorithm. SC 2014: 363-374 - 2013
- [c1]Michael B. Driscoll, Evangelos Georganas, Penporn Koanantakool, Edgar Solomonik, Katherine A. Yelick
:
A Communication-Optimal N-Body Algorithm for Direct Interactions. IPDPS 2013: 1075-1084
Informal and Other Publications
- 2022
- [i3]Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad:
Compiler Support for Sparse Tensor Computations in MLIR. CoRR abs/2202.04305 (2022) - 2018
- [i2]Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman:
Mesh-TensorFlow: Deep Learning for Supercomputers. CoRR abs/1811.02084 (2018) - 2017
- [i1]Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick:
Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning. CoRR abs/1710.10769 (2017)
Coauthor Index
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