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SC17: International Conference for High Performance Computing, Networking, Storage and Analysis

Nov. 12 2017 to Nov. 17 2017

Denver, CO, USA

ISBN: 978-1-4503-5114-0

Table of Contents

Redesigning CAM-SE for Peta-Scale Climate Modeling Performance and Ultra-High Resolution on Sunway TaihuLightFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Haohuan Fu, Junfeng Liao, Nan Ding, Xiaohui Duan, Lin Gan, Yishuang Liang, Xinliang Wang, Jinzhe Yang, Yan Zheng, Weiguo Liu, Lanning Wang, Guangwen Yang
Egeria: A Framework for Automatic Synthesis of HPC Advising Tools through Multi-Layered Natural Language ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Hui Guan, Xipeng Shen, Hamid Krim
DataRaceBench: A Benchmark Suite for Systematic Evaluation of Data Race Detection ToolsFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Chunhua Liao, Pei-Hung Lin, Joshua Asplund, Markus Schordan, Ian Karlin
Optimizing the Query Performance of Block Index Through Data Analysis and I/O ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Tzuhsien Wu, Jerry Chou, Shyng Hao, Bin Dong, Scott Klasky, Kesheng Wu
Sympiler: Transforming Sparse Matrix Codes by Decoupling Symbolic AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Kazem Cheshmi, Shoaib Kamil, Michelle Mills Strout, Maryam Mehri Dehnavi
Control Replication: Compiling Implicit Parallelism to Efficient SPMD with Logical RegionsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Elliott Slaughter, Wonchan Lee, Sean Treichler, Wen Zhang, Michael Bauer, Galen Shipman, Patrick McCormick, Alex Aiken
Optimizing Geometric Multigrid Method Computation using a DSL ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Vinay Vasista, Kumudha Narasimhan, Siddharth Bhat, Uday Bondhugula
Efficient Process Mapping in Geo-Distributed Cloud Data CentersFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai
Topology-Aware GPU Scheduling for Learning Workloads in Cloud EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Marcelo Amaral, Jordà Polo, David Carrera, Seetharami Seelam, Malgorzata Steinder
Probabilistic Guarantees of Execution Duration for Amazon Spot InstancesFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by Rich Wolski, John Brevik, Ryan Chard, Kyle Chard
A Framework for Scalable Biophysics-based Image AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Amir Gholami, Andreas Mang, Klaudius Scheufele, Christos Davatzikos, Miriam Mehl, George Biros
18.9-Pflops Nonlinear Earthquake Simulation on Sunway TaihuLight: Enabling Depiction of 18-Hz and 8-Meter ScenariosFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Haohuan Fu, Conghui He, Bingwei Chen, Zekun Yin, Zhenguo Zhang, Wenqiang Zhang, Tingjian Zhang, Wei Xue, Weiguo Liu, Wanwang Yin, Guangwen Yang, Xiaofei Chen
Galactos: Computing the Anisotropic 3-Point Correlation Function for 2 Billion GalaxiesFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by Brian Friesen, Md. Mostofa Ali Patwary, Brian Austin, Nadathur Satish, Zachary Slepian, Narayanan Sundaram, Deborah Bard, Daniel J. Eisenstein, Jack Deslippe, Pradeep Dubey, Prabhat
Extreme Scale Multi-Physics Simulations of the Tsunamigenic 2004 Sumatra Megathrust EarthquakeFull-text access may be available. Sign in or learn about subscription options.pp. 1-16
by Carsten Uphoff, Sebastian Rettenberger, Michael Bader, Elizabeth H. Madden, Thomas Ulrich, Stephanie Wollherr, Alice-Agnes Gabriel
GPU Triggered Networking for Intra-KerneI CommunicationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Michael LeBeane, Khaled Hamidouche, Brad Benton, Mauricio Breternitz, Steven K. Reinhardt, Lizy K. John
Gravel: Fine-Grain GPU-Initiated Network MessagesFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Marc S. Orr, Shuai Che, Bradford M. Beckmann, Mark Oskin, Steven K. Reinhardt, DavidA. Wood
Toward Standardized Near-Data Processing with Unrestricted Data Placement for GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Gwangsun Kim, Niladrish Chatterjee, Mike O’Connor, Kevin Hsieh
Understanding Object-level Memory Access Patterns Across the SpectrumFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Xu Ji, Chao Wang, Nosayba El-Sayed, Xiaosong Ma, Youngjae Kim, Sudharshan S. Vazhkudai, Wei Xue, Daniel Sanchez
Exploring and Analyzing the Real Impact of Modern On-Package Memory on HPC Scientific KernelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Ang Li, Weifeng Liu, Mads R.B. Kristensen, Brian Vinter, Hao Wang, Kaixi Hou, Andres Marquez, Shuaiwen Leon Song
Large-Scale Adaptive Mesh Simulations Through Non-Volatile Byte-Addressable MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Bao Nguyen, Hua Tan, Xuechen Zhang
Experimental and Analytical Study of Xeon Phi ReliabilityFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Daniel Oliveira, Laércio Pilla, Nathan DeBardeleben, Sean Blanchard, Heather Quinn, Israel Koren, Philippe Navaux, Paolo Rech
REFINE: Realistic Fault Injection via Compiler-based Instrumentation for Accuracy, Portability and SpeedFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Giorgis Georgakoudis, Ignacio Laguna, Dimitrios S. Nikolopoulos, Martin Schulz
Massively Parallel 3D Image ReconstructionFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Xiao Wang, Amit Sabne, Putt Sakdhnagool, Sherman J. Kisner, Charles A. Bouman, Samuel P. Midkiff
Correcting Soft Errors Online in Fast Fourier TransformFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Xin Liang, Jieyang Chen, Dingwen Tao, Sihuan Li, Panruo Wu, Hongbo Li, Kaiming Ouyang, Yuanlai Liu, Fengguang Song, Zizhong Chen
Performance Modeling under Resource Constraints Using Deep Transfer LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Aniruddha Marathe, Rushil Anirudh, Nikhil Jain, Abhinav Bhatele, Jayaraman Thiagarajan, Bhavya Kailkhura, Jae-Seung Yeom, Barry Rountree, Todd Gamblin
Obtaining Dynamic Scheduling Policies with Simulation and Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Danilo Carastan-Santos, Raphael Y. de Camargo
0.5 Petabyte Simulation of a 45-Qubit Quantum CircuitFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Thomas Häner, Damian S. Steiger
Representative Paths AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Nathan R. Tallent, Darren J. Kerbyson, Adolfy Hoisie
Scrubjay: Deriving Knowledge from the Disarray of HPC Performance DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Alfredo Giménez, Todd Gamblin, Abhinav Bhatele, Chad Wood, Kathleen Shoga, Aniruddha Marathe, Peer-Timo Bremer, Bernd Hamann, Martin Schulz
Charliecloud: Unprivileged Containers for User-Defined Software Stacks in HPCFull-text access may be available. Sign in or learn about subscription options.pp. 1-10
by Reid Priedhorsky, Tim Randles
Securing HPC: Development of a Low Cost, Open Source Multi-factor Authentication InfrastructureFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by W. Cyrus Proctor, Patrick Storm, Matthew R. Hanlon, Nathaniel Mendoza
Embracing a New Era of Highly Efficient and Productive Quantum Monte Carlo SimulationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Amrita Mathuriya, Ye Luo, Raymond C. Clay, Anouar Benali, Luke Shulenburger, Jeongnim Kim
An efficient MPI/OpenMP parallelization of the Hartree-Fock method for the second generation of Intel® Xeon Phi™ processorFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Vladimir Mironov, Yuri Alexeev, Kristopher Keipert, Michael D’Mello, Alexander Moskovsky, Mark S. Gordon
LocoFS: A Loosely-Coupled Metadata Service for Distributed File SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Siyang Li, Youyou Lu, Jiwu Shu, Yang Hu, Tao Li
Efficient and Scalable Calculation of Complex Band Structure using Sakurai-Sugiura MethodFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Shigeru Iwase, Yasunori Futamura, Akira Imakura, Tetsuya Sakurai, Tomoya Ono
Towards Fine-grained Dynamic Tuning of HPC Applications on Modern Multi-Core ArchitecturesFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Mohammed Sourouri, Espen Birger Raknes, Nico Reissmann, Johannes Langguth, Daniel Hackenberg, Robert Schöne, Per Gunnar Kjeldsberg
CAPES: Unsupervised Storage Performance Tuning Using Neural Network-Based Deep Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Yan Li, Kenneth Chang, Oceane Bel, Ethan L. Miller, Darrell D. E. Long
Input-Aware Auto-Tuning of Compute-Bound HPC KernelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Philippe Tillet, David Cox
Failures in Large Scale Systems: Long-term Measurement, Analysis, and ImplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Saurabh Gupta, Tirthak Patel, Christian Engelmann, Devesh Tiwari
GUIDE: A Scalable Information Directory Service to Collect, Federate, and Analyze Logs for Operational Insights into a Leadership HPC FacilityFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Sudharshan S. Vazhkudai, Ross Miller, Devesh Tiwari, Christopher Zimmer, Feiyi Wang, Sarp Oral, Raghul Gunasekaran, Deryl Steinert
Scientific User Behavior and Data-Sharing Trends in a Petascale File SystemFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Seung-Hwan Lim, Hyogi Sim, Raghul Gunasekaran, Sudharshan S. Vazhkudai
Scaling Betweenness Centrality using Communication-Efficient Sparse Matrix MultiplicationFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler
Distributed Southwell: An Iterative Method with Low Communication CostsFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Jordi Wolfson-Pou, Edmond Chow
Tessellating StencilsFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Liang Yuan, Yunquan Zhang, Peng Guo, Shan Huang
TagIt: An Integrated Indexing and Search Service for File SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Hyogi Sim, Youngjae Kim, Sudharshan S. Vazhkudai, Geoffroy R. Vallée, Seung-Hwan Lim, Ali R. Butt
Predicting the Performance Impact of Different Fat-Tree ConfigurationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Nikhil Jain, Abhinav Bhatele, Louis H. Howell, David Böhme, Ian Karlin, Edgar A. León, Misbah Mubarak, Noah Wolfe, Todd Gamblin, Matthew L. Leininger
A Comparative Study of SDN and Adaptive Routing on Dragonfly NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by Peyman Faizian, Md Atiqul Mollah, Zhou Tong, Xin Yuan, Michael Lang
Run-to-run Variability on Xeon Phi based Cray XC SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-13
by Sudheer Chunduri, Kevin Harms, Scott Parker, Vitali Morozov, Samuel Oshin, Naveen Cherukuri, Kalyan Kumaran
Geometry-Oblivious FMM for Compressing Dense SPD MatricesFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Chenhan D. Yu, James Levitt, Severin Reiz, George Biros
Low Communication FMM-Accelerated FFT on GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by Cris Cecka
Designing Vector-Friendly Compact BLAS and LAPACK KernelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Kyungjoo Kim, Timothy B. Costa, Mehmet Deveci, Andrew M. Bradley, Simon D. Hammond, Murat E. Guney, Sarah Knepper, Shane Story, Sivasankaran Rajamanickam
Transactional NVM Cache with High Performance and Crash ConsistencyFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Qingsong Wei, Chundong Wang, Cheng Chen, Yechao Yang, Jun Yang, Mingdi Xue
PapyrusKV: A High-Performance Parallel Key-Value Store for Distributed NVM ArchitecturesFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Jungwon Kim, Seyong Lee, Jeffrey S. Vetter
Unimem: Runtime Data Management on Non-Volatile Memory-based Heterogeneous Main MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Kai Wu, Yingchao Huang, Dong Li
sPIN: High-performance streaming Processing in the NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-16
by Torsten Hoefler, Salvatore Di Girolamo, Konstantin Taranov, Ryan E. Grant, Ron Brightwell
A Configurable Rule based Classful Token Bucket Filter Network Request Scheduler for the Lustre File SystemFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Yingjin Qian, Xi Li, Shuichi Ihara, Lingfang Zeng, Jürgen Kaiser, Tim Süß, André Brinkmann
Leveraging Near Data Processing for High-Performance Checkpoint/RestartFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Abhinav Agrawal, Gabriel H. Loh, James Tuck
Melissa: Large Scale In Transit Sensitivity Analysis Avoiding Intermediate FilesFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Théophile Terraz, Alejandro Ribes, Yvan Fournier, Bertrand Iooss, Bruno Raffin
Why Is MPI So Slow? Analyzing the Fundamental Limits in Implementing MPI-3.1Full-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Ken Raffenetti, Abdelhalim Amer, Lena Oden, Charles Archer, Wesley Bland, Hajime Fujita, Yanfei Guo, Tomislav Janjusic, Dmitry Durnov, Michael Blocksome, Min Si, Sangmin Seo, Akhil Langer, Gengbin Zheng, Masamichi Takagi, Paul Cofman, Jithin Jose, Sayantan Sur, Alexander Sannikov, Sergey Oblomov, Michael Chuvelev, Masayuki Hatanaka, Xin Zhao, Paul Fischer, Thilina Rathnayake, Matt Otten, Misun Min, Pavan Balaji
ParaStack: Efficient Hang Detection for MPI Programs at Large ScaleFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Hongbo Li, Zizhong Chen, Rajiv Gupta
Scalable Reduction Collectives with Data Partitioning-based Multi-Leader DesignFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by Mohammadreza Bayatpour, Sourav Chakraborty, Hari Subramoni, Xiaoyi Lu, Dhabaleswar K. Panda
Deep Learning at 15PF : Supervised and Semi-Supervised Classification for Scientific DataFull-text access may be available. Sign in or learn about subscription options.pp. 1-11
by Thorsten Kurth, Jian Zhang, Nadathur Satish, Evan Racah, Ioannis Mitliagkas, Md. Mostofa Ali Patwary, Tareq Malas, Narayanan Sundaram, Wahid Bhimji, Mikhail Smorkalov, Jack Deslippe, Mikhail Shiryaev, Srinivas Sridharan, Prabhat, Pradeep Dubey
Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Guanpeng Li, Siva Kumar Sastry Hari, Michael Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel Emer, Stephen W. Keckler
Scaling Deep Learning on GPU and Knights Landing clustersFull-text access may be available. Sign in or learn about subscription options.pp. 1-12
by Yang You, Aydın Buluç, James Demmel
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