OpenMP Parallelization and Optimization of Graph-Based Machine Learning Algorithms

Zhaoyi Meng, Alice Koniges, Yun (Helen) He, Samuel Williams, Thorsten Kurth, Brandon Cook, Jack Deslippe, Andrea L. Bertozzi. OpenMP Parallelization and Optimization of Graph-Based Machine Learning Algorithms. In Naoya Maruyama, Bronis R. de Supinski, Mohamed Wahib, editors, OpenMP: Memory, Devices, and Tasks - 12th International Workshop on OpenMP, IWOMP 2016, Nara, Japan, October 5-7, 2016, Proceedings. Volume 9903 of Lecture Notes in Computer Science, pages 17-31, 2016. [doi]

Abstract

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