Penporn Koanantakool

According to our database, Penporn Koanantakool authored at least 10 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Compiler Support for Sparse Tensor Computations in MLIR.

Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad

ACM Trans. Archit. Code Optim., 2022

2018

Mesh-TensorFlow: Deep Learning for Supercomputers.

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

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation.

Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Communication Avoidance for Algorithms with Sparse All-to-all Interactions.

Penporn Koanantakool

PhD thesis, 2017

Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning.

Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick

CoRR, 2017

2016

Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication.

Penporn Koanantakool, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Write-Avoiding Algorithms.

Erin C. Carson, James Demmel, Laura Grigori, Nicholas Knight, Penporn Koanantakool, Oded Schwartz, Harsha Vardhan Simhadri

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

2014

Scalable multimedia content analysis on parallel platforms using python.

Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer

ACM Trans. Multim. Comput. Commun. Appl., 2014

A Computation- and Communication-Optimal Parallel Direct 3-Body Algorithm.

Penporn Koanantakool, Katherine A. Yelick

Proceedings of the International Conference for High Performance Computing, 2014

2013

A Communication-Optimal N-Body Algorithm for Direct Interactions.

Michael B. Driscoll, Evangelos Georganas, Penporn Koanantakool, Edgar Solomonik, Katherine A. Yelick

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013