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Machine Learning–Based Prefetching for SCM Main Memory System
[slide] [video]
Author(s): Mayuko Koezuka, Yusuke Shirota, Satoshi Shirai and Tatsunori Kanai (Toshiba Corporation)
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Acceleration of Structural Analysis Simulations using CNN-based Auto-Tuning of Solver Tolerance
[slide] [video]
Author(s): Amir Haderbache, Koichi Shirahata, Takuji Yamamoto, Yasumoto Tomita (FUJITSU LABORATORIES LTD.) and Hiroshi Okuda (The university of Tokyo)
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Using Small-Scale History Data to Predict Large-Scale Performance of HPC Application
[slide] [video]
Author(s): Wenju Zhou, Jingwei Sun, Jiepeng Zhang and Guangzhong Sun (University of Science and Technology of China)
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Node-Aware Stencil Communication for Heterogeneous Supercomputers
[slide] [video]
Author(s): Carl Pearson, Mert Hidayetoglu, Mohammad Almasri, Omer Anjum (University of Illinois at Urbana-Champaign), Ihsin Chung, Jinjun Xiong (IBM) and Wen-Mei Hwu (University of Illinois at Urbana-Champaign)
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Task Priority Control for the HPX Runtime System
[slide] [video]
Author(s): Suhang Jiang, Mulya Agung, Ryusuke Egawa and Hiroyuki Takizawa (Tohoku University)
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Improving Collective I/O Performance with Machine Learning Supported Auto-tuning
[slide] [video]
Author(s): Ayse Bagbaba (HLRS)
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Automatically Avoiding Memory Access Conflicts on SX-Aurora TSUBASA
[slide] [video]
Author(s): Naoki Ebata, Ryusuke Egawa, Yoko Isobe (Tohoku University), Ryoji Takaki (Japan Aerospace Exploration Agency) and Hiroyuki Takizawa (Tohoku University)
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Importance of Selecting Data Layouts in the Tsunami Simulation Code
[slide] [video]
Author(s): Takumi Kishitani, Kazuhiko Komatsu, Masayuki Sato (Tohoku University), Akihiro Musa (Tohoku University, NEC Corporation) and Hiroaki Kobayashi (Tohoku University)