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Proceedings
SC
SC 2019
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SC19: International Conference for High Performance Computing, Networking, Storage and Analysis
Nov. 17 2019 to Nov. 22 2019
Denver, CO, USA
ISBN: 978-1-4503-6229-0
Table of Contents
Copyright Page
Freely available from IEEE.
pp. 1-1
Foreword from the General Chair and Technical Program Chair/Vice Chair
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pp. 1-1
Foreword from the Technical Papers Co-Chairs
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pp. 1-1
ACM Gordon Bell Finalists
Freely available from IEEE.
pp. 1-6
A Data-Centric Approach to Extreme-Scale Ab Initio Dissipative Quantum Transport Simulations
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pp. 1-13
by
Alexandros Nikolaos Ziogas
,
Tal Ben-Nun
,
Guillermo Indalecio Fernández
,
Timo Schneider
,
Mathieu Luisier
,
Torsten Hoefler
Fast, Scalable and Accurate Finite-Element Based Ab Initio Calculations Using Mixed Precision Computing: 46 PFLOPS Simulation of a Metallic Dislocation System
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pp. 1-11
by
Sambit Das
,
Phani Motamarri
,
Vikram Gavini
,
Bruno Turcksin
,
Ying Wai Li
,
Brent Leback
GraphM: An Efficient Storage System for High Throughput of Concurrent Graph Processing
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pp. 1-14
by
Jin Zhao
,
Yu Zhang
,
Xiaofei Liao
,
Ligang He
,
Bingsheng He
,
Hai Jin
,
Haikun Liu
,
Yicheng Chen
Semantic Query Transformations for Increased Parallelization in Distributed Knowledge Graph Query Processing
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pp. 1-14
by
Hyeongsik Kim
,
Abhisha Bhattacharyya
,
Kemafor Anyanwu
MIQS: Metadata Indexing and Querying Service for Self-Describing File Formats
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pp. 1-24
by
Wei Zhang
,
Suren Byna
,
Houjun Tang
,
Brody Williams
,
Yong Chen
Scalable Simulation of Realistic Volume Fraction Red Blood Cell Flows Through Vascular Networks
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pp. 1-30
by
Libin Lu
,
Matthew J. Morse
,
Abtin Rahimian
,
Georg Stadler
,
Denis Zorin
Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation
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pp. 1-22
by
Wenqian Dong
,
Jie Liu
,
Zhen Xie
,
Dong Li
GPU Acceleration of Extreme Scale Pseudo-Spectral Simulations of Turbulence Using Asynchronism
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pp. 1-22
by
Kiran Ravikumar
,
David Appelhans
,
P.K. Yeung
Large-Batch Training for LSTM and Beyond
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pp. 1-16
by
Yang You
,
Jonathan Hseu
,
Chris Ying
,
James Demmel
,
Kurt Keutzer
,
Cho-Jui Hsieh
Channel and Filter Parallelism for Large-Scale CNN Training
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pp. 1-20
by
Nikoli Dryden
,
Naoya Maruyama
,
Tim Moon
,
Tom Benson
,
Marc Snir
,
Brian Van Essen
SparCML: High-Performance Sparse Communication for Machine Learning
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pp. 1-15
by
Cedric Renggli
,
Saleh Ashkboos
,
Mehdi Aghagolzadeh
,
Dan Alistarh
,
Torsten Hoefler
Spread-n-Share: Improving Application Performance and Cluster Throughput with Resource-aware Job Placement
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pp. 1-15
by
Xiongchao Tang
,
Haojie Wang
,
Xiaosong Ma
,
Nosayba El-Sayed
,
Jidong Zhai
,
Wenguang Chen
,
Ashraf Aboulnaga
Swift Machine Learning Model Serving Scheduling: A Region Based Reinforcement Learning Approach
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pp. 1-23
by
Heyang Qin
,
Syed Zawad
,
Yanqi Zhou
,
Lei Yang
,
Dongfang Zhao
,
Feng Yan
Slack Squeeze Coded Computing for Adaptive Straggler Mitigation
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pp. 1-16
by
Krishna Giri Narra
,
Zhifeng Lin
,
Mehrdad Kiamari
,
Salman Avestimehr
,
Murali Annavaram
Practical and Efficient Incremental Adaptive Routing for HyperX Networks
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pp. 1-13
by
Nic McDonald
,
Mikhail Isaev
,
Adriana Flores
,
Al Davis
,
John Kim
Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing
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pp. 1-32
by
Daniele De Sensi
,
Salvatore Di Girolamo
,
Torsten Hoefler
Topology-Custom UGAL Routing on Dragonfly
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pp. 1-15
by
Md Shafayat Rahman
,
Saptarshi Bhowmik
,
Yevgeniy Ryasnianskiy
,
Xin Yuan
,
Michael Lang
ComDetective: A Lightweight Communication Detection Tool for Threads
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pp. 1-21
by
Muhammad Aditya Sasongko
,
Milind Chabbi
,
Palwisha Akhtar
,
Didem Unat
Pinpointing Performance Inefficiencies via Lightweight Variance Profiling
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pp. 1-19
by
Pengfei Su
,
Shuyin Jiao
,
Milind Chabbi
,
Xu Liu
Hatchet: Pruning the Overgrowth in Parallel Profiles
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pp. 1-21
by
Abhinav Bhatele
,
Stephanie Brink
,
Todd Gamblin
Diogenes: Looking For An Honest CPU/GPU Performance Measurement Tool
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pp. 1-20
by
Benjamin Welton
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Barton P. Miller
D2P: From Recursive Formulations to Distributed-Memory Codes
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pp. 1-22
by
Nikhil Hegde
,
Qifan Chang
,
Milind Kulkarni
Legate NumPy: Accelerated and Distributed Array Computing
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pp. 1-23
by
Michael Bauer
,
Michael Garland
Red-Blue Pebbling Revisited: Near Optimal Parallel Matrix-Matrix Multiplication
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pp. 1-22
by
Grzegorz Kwasniewski
,
Marko Kabić
,
Maciej Besta
,
Joost VandeVondele
,
Raffaele Solcà
,
Torsten Hoefler
AutoFFT: A Template-Based FFT Codes Auto-Generation Framework for ARM and X86 CPUs
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pp. 1-15
by
Zhihao Li
,
Haipeng Jia
,
Yunquan Zhang
,
Tun Chen
,
Liang Yuan
,
Luning Cao
,
Xiao Wang
SLATE: Design of a Modern Distributed and Accelerated Linear Algebra Library
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pp. 1-18
by
Mark Gates
,
Jakub Kurzak
,
Ali Charara
,
Asim YarKhan
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Jack Dongarra
Uncore Power Scavenger: A Runtime for Uncore Power Conservation on HPC Systems
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pp. 1-23
by
Neha Gholkar
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Frank Mueller
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Barry Rountree
PoDD: Power-Capping Dependent Distributed Applications
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pp. 1-23
by
Huazhe Zhang
,
Henry Hoffmann
Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale
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pp. 1-14
by
Atılım Güneş Baydin
,
Lei Shao
,
Wahid Bhimji
,
Lukas Heinrich
,
Lawrence Meadows
,
Jialin Liu
,
Andreas Munk
,
Saeid Naderiparizi
,
Bradley Gram-Hansen
,
Gilles Louppe
,
Mingfei Ma
,
Xiaohui Zhao
,
Philip Torr
,
Victor Lee
,
Kyle Cranmer
,
Prabhat
,
Frank Wood
Predicting Faults in High Performance Computing Systems: An In-Depth Survey of the State-of-the-Practice
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pp. 1-13
by
David Jauk
,
Dai Yang
,
Martin Schulz
A Large-Scale Study of MPI Usage in Open-Source HPC Applications
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pp. 1-14
by
Ignacio Laguna
,
Ryan Marshall
,
Kathryn Mohror
,
Martin Ruefenacht
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Anthony Skjellum
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Nawrin Sultana
Preparation and Optimization of a Diverse Workload for a Large-Scale Heterogeneous System
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pp. 1-17
by
Ian Karlin
,
Yoonho Park
,
Bronis R. De Supinski
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Peng Wang
,
Bert Still
,
David Beckingsale
,
Robert Blake
,
Tong Chen
,
Guojing Cong
,
Carlos Costa
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Johann Dahm
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Giacomo Domeniconi
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Thomas Epperly
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Aaron Fisher
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Sara Kokkila Schumacher
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Steven Langer
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Hai Le
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Eun Kyung Lee
,
Naoya Maruyama
,
Xinyu Que
,
David Richards
,
Bjorn Sjogreen
,
Jonathan Wong
,
Carol Woodward
,
Ulrike Yang
,
Xiaohua Zhang
,
Bob Anderson
,
David Appelhans
,
Levi Barnes
,
Peter Barnes
,
Sorin Bastea
,
David Boehme
,
Jamie A. Bramwell
,
Jim Brase
,
Jose Brunheroto
,
Barry Chen
,
Charway R. Cooper
,
Tony DeGroot
,
Rob Falgout
,
Todd Gamblin
,
David Gardner
,
James Glosli
,
John Gunnels
,
Max Katz
,
Tzanio Kolev
,
I-Feng W. Kuo
,
Matthew P. Legendre
,
Ruipeng Li
,
Pei-Hung Lin
,
Shelby Lockhart
,
Kathleen McCandless
,
Claudia Misale
,
Jaime Moreno
,
Rob Neely
,
Jarom Nelson
,
Rao Nimmakayala
,
Kathryn O'Brien
,
Kevin O'Brien
,
Ramesh Pankajakshan
,
Roger Pearce
,
Slaven Peles
,
Phil Regier
,
Steve Rennich
,
Martin Schulz
,
Howard Scott
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James Sexton
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Kathleen Shoga
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Shiv Sundram
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Guillaume Thomas-Collignon
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Brian Van Essen
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Alexey Voronin
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Bob Walkup
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Lu Wang
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Chris Ward
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Hui-Fang Wen
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Dan White
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Christopher Young
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Cyril Zeller
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Ed Zywicz
Significantly Improving Lossy Compression Quality Based on an Optimized Hybrid Prediction Model
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pp. 1-26
by
Xin Liang
,
Sheng Di
,
Sihuan Li
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Dingwen Tao
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Bogdan Nicolae
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Zizhong Chen
,
Franck Cappello
Moment Representation in the Lattice Boltzmann Method on Massively Parallel Hardware
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pp. 1-21
by
Madhurima Vardhan
,
John Gounley
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Luiz Hegele
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Erik W. Draeger
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Amanda Randles
Slim Graph: Practical Lossy Graph Compression for Approximate Graph Processing, Storage, and Analytics
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pp. 1-25
by
Maciej Besta
,
Simon Weber
,
Lukas Gianinazzi
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Robert Gerstenberger
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Andrey Ivanov
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Yishai Oltchik
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Torsten Hoefler
PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration
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pp. 1-13
by
Sangkug Lym
,
Esha Choukse
,
Siavash Zangeneh
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Wei Wen
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Sujay Sanghavi
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Mattan Erez
Scalable Reinforcement-learning-Based Neural Architecture Search for Cancer Deep Learning Research
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pp. 1-33
by
Prasanna Balaprakash
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Romain Egele
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Misha Salim
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Stefan Wild
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Venkatram Vishwanath
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Fangfang Xia
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Tom Brettin
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Rick Stevens
BSTC: A Novel Binarized-Soft-Tensor-Core Design for Accelerating Bit-Based Approximated Neural Nets
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pp. 1-30
by
Ang Li
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Tong Geng
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Tianqi Wang
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Martin Herbordt
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Shuaiwen Leon Song
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Kevin Barker
An Evaluation of the CORAL Interconnects
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pp. 1-18
by
Christopher Zimmer
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Scott Atchley
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Ramesh Pankajakshan
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Brian E. Smith
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Ian Karlin
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Matthew L. Leininger
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Adam Bertsch
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Brian S. Ryujin
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Jason Burmark
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Andre Walker-Loudo
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M. A. Clark
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Olga Pearce
HyperX Topology: First At-Scale Implementation and Comparison to the Fat-Tree
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pp. 1-23
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Jens Domke
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Satoshi Matsuoka
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Ivan R. Ivanov
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Yuki Tsushima
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Tomoya Yuki
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Akihiro Nomura
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Shin'ichi Miura
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Nic McDonald
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Dennis L. Floyd
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Nicolas Dubé
Bandwidth Steering in HPC Using Silicon Nanophotonics
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pp. 1-25
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George Michelogiannakis
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Yiwen Shen
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Min Yee Teh
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Xiang Meng
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Benjamin Aivazi
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Taylor Groves
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John Shalf
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Madeleine Glick
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Manya Ghobadi
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Larry Dennison
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Keren Bergman
GPCNeT: Designing a Benchmark Suite for Inducing and Measuring Contention in HPC Networks
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pp. 1-33
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Sudheer Chunduri
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Taylor Groves
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Peter Mendygral
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Brian Austin
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Jacob Balma
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Krishna Kandalla
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Kalyan Kumaran
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Glenn Lockwood
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Scott Parker
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Steven Warren
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Nathan Wichmann
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Nicholas Wright
Understanding Congestion in High Performance Interconnection Networks Using Sampling
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pp. 1-24
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Philip Taffet
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John Mellor-Crummey
TriEC: Tripartite Graph Based Erasure Coding NIC Offload
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pp. 1-34
by
Haiyang Shi
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Xiaoyi Lu
A Constraint-Based Approach to Automatic Data Partitioning for Distributed Memory Execution
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pp. 1-24
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Wonchan Lee
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Manolis Papadakis
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Elliott Slaughter
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Alex Aiken
Understanding Priority-Based Scheduling of Graph Algorithms on a Shared-Memory Platform
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pp. 1-14
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Serif Yesil
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Azin Heidarshenas
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Adam Morrison
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Josep Torrellas
Almost Deterministic Work Stealing
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pp. 1-16
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Shumpei Shiina
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Kenjiro Taura
Conflict-Free Symmetric Sparse Matrix-Vector Multiplication on Multicore Architectures
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pp. 1-15
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Athena Elafrou
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Georgios Goumas
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Nectarios Koziris
An Efficient Mixed-Mode Representation of Sparse Tensors
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pp. 1-25
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Israt Nisa
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Jiajia Li
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Aravind Sukumaran-Rajam
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Prasant Singh Rawat
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Sriram Krishnamoorthy
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P. Sadayappan
Regularizing Irregularly Sparse Point-to-Point Communications
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pp. 1-14
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Oguz Selvitopi
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Cevdet Aykanat
Compiler Assisted Hybrid Implicit and Explicit GPU Memory Management under Unified Address Space
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pp. 1-16
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Lingda Li
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Barbara Chapman
Exploiting Reuse and Vectorization in Blocked Stencil Computations on CPUs and GPUs
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pp. 1-44
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Tuowen Zhao
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Protonu Basu
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Samuel Williams
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Mary Hall
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Hans Johansen
A Versatile Software Systolic Execution Model for GPU Memory-Bound Kernels
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pp. 1-81
by
Peng Chen
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Mohamed Wahib
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Shinichiro Takizawa
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Ryousei Takano
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Satoshi Matsuoka
INCA: In-Network Compute Assistance
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pp. 1-13
by
Whit Schonbein
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Ryan E. Grant
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Matthew G.F. Dosanjh
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Dorian Arnold
Near-Memory Data Transformation for Efficient Sparse Matrix Multi-Vector Multiplication
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pp. 1-12
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Daichi Fujiki
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Niladrish Chatterjee
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Donghyuk Lee
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Mike O'Connor
Network-Accelerated Non-Contiguous Memory Transfers
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pp. 1-14
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Salvatore Di Girolamo
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Konstantin Taranov
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Andreas Kurth
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Michael Schaffner
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Timo Schneider
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Jakub Beránek
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Maciej Besta
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Luca Benini
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Duncan Roweth
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Torsten Hoefler
A Massively Parallel Infrastructure for Adaptive Multiscale Simulations: Modeling RAS Initiation Pathway for Cancer
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pp. 1-16
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Francesco Di Natale
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Chris Neale
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Liam Stanton
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Thomas R. W. Scogland
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Yue Yang
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Carlos Costa
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Sandrasegaram Gnanakaran
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Felice C. Lightstone
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Harsh Bhatia
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Sara Kokkila Schumacher
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Xiaohua Zhang
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Gautham Dharuman
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Claudia Misale
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Changhoan Kim
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Dwight V. Nissley
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Peer-Timo Bremer
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Helgi I. Ingólfsson
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Timothy S. Carpenter
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Tomas Oppelstrup
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Shiv Sundram
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Michael P. Surh
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Lars Schneidenbach
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Bruce D'Amora
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Fred Streitz
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James N. Glosli
CARE: Compiler-Assisted Recovery from Soft Failures
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pp. 1-23
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Chao Chen
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Greg Eisenhauer
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Santosh Pande
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Qiang Guan
Code Generation for Massively Parallel Phase-Field Simulations
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Martin Bauer
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Johannes Hötzer
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Dominik Ernst
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Julian Hammer
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Marco Seiz
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Henrik Hierl
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Jan Hönig
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Harald Köstler
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Gerhard Wellein
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Britta Nestler
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Ulrich Rüde
Local-Global Merge Tree Computation with Local Exchanges
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pp. 1-13
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Arnur Nigmetov
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Dmitriy Morozov
Solving PDEs in Space-Time: 4D Tree-Based Adaptivity, Mesh-Free and Matrix-Free Approaches
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pp. 1-22
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Masado Ishii
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Milinda Fernando
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Kumar Saurabh
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Biswajit Khara
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Baskar Ganapathysubramanian
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Hari Sundar
From Piz Daint to the Stars: Simulation of Stellar Mergers Using High-Level Abstractions
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pp. 1-37
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Gregor Daiß
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Parsa Amini
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John Biddiscombe
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Patrick Diehl
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Juhan Frank
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Kevin Huck
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Hartmut Kaiser
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Dominic Marcello
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David Pfander
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Dirk Pflüger
End-to-end I/O Portfolio for the Summit Supercomputing Ecosystem
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Sarp Oral
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Sudharshan S. Vazhkudai
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Feiyi Wang
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Christopher Zimmer
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Christopher Brumgard
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Jesse Hanley
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George Markomanolis
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Ross Miller
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Dustin Leverman
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Scott Atchley
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Veronica Vergara Larrea
From Facility to Application Sensor Data: Modular, Continuous and Holistic Monitoring with DCDB
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Alessio Netti
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Micha Müller
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Axel Auweter
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Carla Guillen
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Michael Ott
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Daniele Tafani
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Martin Schulz
Revisiting I/O Behavior in Large-Scale Storage Systems: The Expected and the Unexpected
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pp. 1-13
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Tirthak Patel
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Suren Byna
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Glenn K. Lockwood
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Devesh Tiwari
SW_GROMACS: Accelerate GROMACS on Sunway TaihuLight
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pp. 1-15
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Tingjian Zhang
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Yuxuan Li
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Ping Gao
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Qi Shao
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Mingshan Shao
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Meng Zhang
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Jinxiao Zhang
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Xiaohui Duan
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Zhao Liu
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Lin Gan
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Haohuan Fu
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Wei Xue
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Weiguo Liu
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Guangwen Yang
Fully Integrated FPGA Molecular Dynamics Simulations
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pp. 1-31
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Chen Yang
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Tong Geng
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Tianqi Wang
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Rushi Patel
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Qingqing Xiong
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Ahmed Sanaullah
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Chunshu Wu
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Jiayi Sheng
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Charles Lin
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Vipin Sachdeva
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Woody Sherman
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Martin Herbordt
OpenKMC: A KMC Design for Hundred-Billion-Atom Simulation Using Millions of Cores on Sunway Taihulight
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pp. 1-16
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Kun Li
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Honghui Shang
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Yunquan Zhang
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Shigang Li
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Baodong Wu
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Dong Wang
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Libo Zhang
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Fang Li
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Dexun Chen
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Zhiqiang Wei
BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems
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pp. 1-23
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Zitao Chen
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Guanpeng Li
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Karthik Pattabiraman
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Nathan DeBardeleben
Assessing The Impact of Timing Errors on HPC Applications
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pp. 1-19
by
Chun-Kai Chang
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Wenqi Yin
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Mattan Erez
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Scalable Generation of Graphs for Benchmarking HPC Community-Detection Algorithms
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An Early Evaluation of Intel's Optane DC Persistent Memory Module and its Impact on High-Performance Scientific Applications
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Optimizing the Data Movement in Quantum Transport Simulations via Data-Centric Parallel Programming
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Full-State Quantum Circuit Simulation by Using Data Compression
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