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DTSTART;TZID=America/Denver:20231115T103000
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UID:submissions.supercomputing.org_SC23_sess157@linklings.com
SUMMARY:Linear Algebra I
DESCRIPTION:Optimizing High-Performance Linpack for Exascale Accelerated A
 rchitectures\n\nWe detail the performance optimizations made in rocHPL, AM
 D's open-source implementation of the High-Performance Linpack (HPL) bench
 mark targeting accelerated node architectures designed for exascale system
 s such as the Frontier supercomputer. The implementation leverages the hig
 h-throughput GPU acc...\n\n\nNoel Chalmers, Jakub Kurzak, Damon McDougall,
  and Paul Bauman (Advanced Micro Devices (AMD) Inc)\n---------------------
 \nUnified Communication Optimization Strategies for Sparse Triangular Solv
 er on CPU and GPU Clusters\n\nThis paper presents a unified framework for 
 reducing communication costs of sparse triangular solvers (SpTRSV) on CPU 
 and GPU clusters. The proposed framework builds upon a 3D communication-av
 oiding process layout that distributes a sparse triangular matrix into a 3
 D layout consisting of 2D grids. T...\n\n\nYang Liu and Nan Ding (Lawrence
  Berkeley National Laboratory (LBNL)), Piyush Sao (Oak Ridge National Labo
 ratory (ORNL)), and Samuel Williams and Xiaoye Sherry Li (Lawrence Berkele
 y National Laboratory (LBNL))\n---------------------\nPanguLU: A Scalable 
 Regular Two-Dimensional Block-Cyclic Sparse Direct Solver on Distributed H
 eterogeneous Systems\n\nSparse direct solvers play a vital role in large-s
 cale high performance computing in science and engineering. Existing distr
 ibuted sparse direct methods employ multifrontal/supernodal patterns to ag
 gregate columns of nearly identical forms and to exploit dense basic linea
 r algebra subprograms (BLAS)...\n\n\nXu Fu, Bingbin Zhang, Tengcheng Wang,
  Wenhao Li, Yuechen Lu, Enxin Yi, Jianqi Zhao, Xiaohan Geng, Fangying Li, 
 Jingwen Zhang, Zhou Jin, and Weifeng Liu (China University of Petroleum, B
 eijing)\n\nTag: Accelerators, Algorithms, Linear Algebra\n\nRegistration C
 ategory: Tech Program Reg Pass\n\nAward Finalist: Best Paper Finalist\n\nR
 eproducibility Badges: Artifact Available, Artifact Functional, Results Re
 produced\n\nSession Chair: Hartwig Anzt (Technical University of Munich; U
 niversity of Tennessee, Knoxville)
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