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ORCIDSC 2017: Denver, CO, USA
- Bernd Mohr
, Padma Raghavan:
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Denver, CO, USA, November 12 - 17, 2017. ACM 2017, ISBN 978-1-4503-5114-0
ACM Gordon Bell finalists
- Haohuan Fu, Junfeng Liao, Nan Ding, Xiaohui Duan, Lin Gan, Yishuang Liang, Xinliang Wang, Jinzhe Yang, Yan Zheng, Weiguo Liu, Lanning Wang, Guangwen Yang:
Redesigning CAM-SE for peta-scale climate modeling performance and ultra-high resolution on Sunway TaihuLight. 1 - Haohuan Fu, Conghui He, Bingwei Chen, Zekun Yin, Zhenguo Zhang, Wenqiang Zhang, Tingjian Zhang, Wei Xue, Weiguo Liu, Wanwang Yin, Guangwen Yang, Xiaofei Chen:
18.9-Pflops nonlinear earthquake simulation on Sunway TaihuLight: enabling depiction of 18-Hz and 8-meter scenarios. 2 - Xiao Wang, Amit Sabne, Putt Sakdhnagool, Sherman J. Kisner, Charles A. Bouman, Samuel P. Midkiff:
Massively parallel 3D image reconstruction. 3
Technical papers
- Siyang Li, Youyou Lu, Jiwu Shu, Yang Hu, Tao Li:
LocoFS: a loosely-coupled metadata service for distributed file systems. 4 - Hyogi Sim, Youngjae Kim, Sudharshan S. Vazhkudai, Geoffroy R. Vallée, Seung-Hwan Lim, Ali Raza Butt:
Tagit: an integrated indexing and search service for file systems. 5 - Yingjin Qian, Xi Li, Shuichi Ihara, Lingfang Zeng, Jürgen Kaiser, Tim Süß, André Brinkmann:
A configurable rule based classful token bucket filter network request scheduler for the lustre file system. 6 - Thorsten Kurth, Jian Zhang, Nadathur Satish, Evan Racah, Ioannis Mitliagkas, Md. Mostofa Ali Patwary, Tareq M. Malas, Narayanan Sundaram, Wahid Bhimji, Mikhail Smorkalov, Jack Deslippe, Mikhail Shiryaev, Srinivas Sridharan, Prabhat, Pradeep Dubey:
Deep learning at 15PF: supervised and semi-supervised classification for scientific data. 7 - Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler:
Understanding error propagation in deep learning neural network (DNN) accelerators and applications. 8 - Yang You, Aydin Buluç, James Demmel:
Scaling deep learning on GPU and knights landing clusters. 9 - Hui Guan, Xipeng Shen, Hamid Krim:
Egeria: a framework for automatic synthesis of HPC advising tools through multi-layered natural language processing. 10 - Chunhua Liao, Pei-Hung Lin, Joshua Asplund, Markus Schordan, Ian Karlin:
DataRaceBench: a benchmark suite for systematic evaluation of data race detection tools. 11 - Tzu-Hsien Wu, Jerry Chi-Yuan Chou, Shyng Hao, Bin Dong, Scott Klasky, Kesheng Wu:
Optimizing the query performance of block index through data analysis and I/O modeling. 12 - Kazem Cheshmi, Shoaib Kamil, Michelle Mills Strout, Maryam Mehri Dehnavi:
Sympiler: transforming sparse matrix codes by decoupling symbolic analysis. 13 - Elliott Slaughter, Wonchan Lee, Sean Treichler, Wen Zhang, Michael Bauer, Galen M. Shipman, Patrick S. McCormick, Alex Aiken:
Control replication: compiling implicit parallelism to efficient SPMD with logical regions. 14 - Vinay Vasista, Kumudha Narasimhan, Siddharth Bhat, Uday Bondhugula:
Optimizing geometric multigrid method computation using a DSL approach. 15 - Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai:
Efficient process mapping in geo-distributed cloud data centers. 16 - Marcelo Amaral, Jordà Polo, David Carrera, Seetharami R. Seelam, Malgorzata Steinder:
Topology-aware GPU scheduling for learning workloads in cloud environments. 17 - Rich Wolski, John Brevik, Ryan Chard, Kyle Chard:
Probabilistic guarantees of execution duration for Amazon spot instances. 18 - Amir Gholami, Andreas Mang, Klaudius Scheufele, Christos Davatzikos, Miriam Mehl, George Biros:
A framework for scalable biophysics-based image analysis. 19 - Brian Friesen, Md. Mostofa Ali Patwary, Brian Austin, Nadathur Satish, Zachary Slepian, Narayanan Sundaram, Deborah Bard, Daniel J. Eisenstein, Jack Deslippe, Pradeep Dubey, Prabhat:
Galactos: computing the anisotropic 3-point correlation function for 2 billion galaxies. 20 - Carsten Uphoff, Sebastian Rettenberger, Michael Bader, Elizabeth H. Madden, Thomas Ulrich, Stephanie Wollherr, Alice-Agnes Gabriel:
Extreme scale multi-physics simulations of the tsunamigenic 2004 sumatra megathrust earthquake. 21 - Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz, Steven K. Reinhardt, Lizy K. John:
GPU triggered networking for intra-kernel communications. 22 - Marc S. Orr, Shuai Che, Bradford M. Beckmann, Mark Oskin, Steven K. Reinhardt, David A. Wood:
Gravel: fine-grain GPU-initiated network messages. 23 - Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Kevin Hsieh:
Toward standardized near-data processing with unrestricted data placement for GPUs. 24 - Xu Ji, Chao Wang, Nosayba El-Sayed, Xiaosong Ma, Youngjae Kim, Sudharshan S. Vazhkudai, Wei Xue, Daniel Sánchez:
Understanding object-level memory access patterns across the spectrum. 25 - Ang Li, Weifeng Liu, Mads Ruben Burgdorff Kristensen, Brian Vinter, Hao Wang, Kaixi Hou, Andres Marquez, Shuaiwen Leon Song:
Exploring and analyzing the real impact of modern on-package memory on HPC scientific kernels. 26 - Bao Nguyen, Hua Tan, Xuechen Zhang:
Large-scale adaptive mesh simulations through non-volatile byte-addressable memory. 27 - Daniel Oliveira, Laércio Lima Pilla, Nathan DeBardeleben, Sean Blanchard, Heather Quinn, Israel Koren, Philippe O. A. Navaux, Paolo Rech:
Experimental and analytical study of Xeon Phi reliability. 28 - Giorgis Georgakoudis, Ignacio Laguna, Dimitrios S. Nikolopoulos, Martin Schulz:
REFINE: realistic fault injection via compiler-based instrumentation for accuracy, portability and speed. 29 - Xin Liang, Jieyang Chen, Dingwen Tao, Sihuan Li, Panruo Wu, Hongbo Li, Kaiming Ouyang, Yuanlai Liu, Fengguang Song, Zizhong Chen:
Correcting soft errors online in fast fourier transform. 30 - Aniruddha Marathe, Rushil Anirudh, Nikhil Jain, Abhinav Bhatele, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Jae-Seung Yeom, Barry Rountree, Todd Gamblin:
Performance modeling under resource constraints using deep transfer learning. 31 - Danilo Carastan-Santos, Raphael Y. de Camargo:
Obtaining dynamic scheduling policies with simulation and machine learning. 32 - Thomas Häner, Damian S. Steiger:
0.5 petabyte simulation of a 45-qubit quantum circuit. 33 - Nathan R. Tallent, Darren J. Kerbyson, Adolfy Hoisie:
Representative paths analysis. 34 - Alfredo Giménez, Todd Gamblin, Abhinav Bhatele, Chad Wood, Kathleen Shoga, Aniruddha Marathe, Peer-Timo Bremer, Bernd Hamann, Martin Schulz:
ScrubJay: deriving knowledge from the disarray of HPC performance data. 35 - Reid Priedhorsky, Tim Randles:
Charliecloud: unprivileged containers for user-defined software stacks in HPC. 36 - W. Cyrus Proctor, Patrick Storm, Matthew R. Hanlon, Nathaniel Mendoza:
Securing HPC: development of a low cost, open source multi-factor authentication infrastructure. 37 - Amrita Mathuriya, Ye Luo, Raymond C. Clay III, Anouar Benali, Luke Shulenburger, Jeongnim Kim:
Embracing a new era of highly efficient and productive quantum Monte Carlo simulations. 38 - Vladimir A. Mironov, Yuri Alexeev, Kristopher Keipert, Michael D'Mello, Alexander A. Moskovsky, Mark S. Gordon:
An efficient MPI/openMP parallelization of the Hartree-Fock method for the second generation of Intel® Xeon Phi™ processor. 39 - Shigeru Iwase, Yasunori Futamura, Akira Imakura, Tetsuya Sakurai, Tomoya Ono:
Efficient and scalable calculation of complex band structure using Sakurai-Sugiura method. 40 - Mohammed Sourouri, Espen Birger Raknes, Nico Reissmann, Johannes Langguth, Daniel Hackenberg, Robert Schöne, Per Gunnar Kjeldsberg:
Towards fine-grained dynamic tuning of HPC applications on modern multi-core architectures. 41 - Yan Li, Kenneth Chang, Oceane Bel, Ethan L. Miller, Darrell D. E. Long:
CAPES: unsupervised storage performance tuning using neural network-based deep reinforcement learning. 42 - Philippe Tillet, David D. Cox:
Input-aware auto-tuning of compute-bound HPC kernels. 43 - Saurabh Gupta, Tirthak Patel, Christian Engelmann, Devesh Tiwari:
Failures in large scale systems: long-term measurement, analysis, and implications. 44 - Sudharshan S. Vazhkudai, Ross G. Miller, Devesh Tiwari, Christopher Zimmer, Feiyi Wang, Sarp Oral, Raghul Gunasekaran, Deryl Steinert:
GUIDE: a scalable information directory service to collect, federate, and analyze logs for operational insights into a leadership HPC facility. 45 - Seung-Hwan Lim, Hyogi Sim, Raghul Gunasekaran, Sudharshan S. Vazhkudai:
Scientific user behavior and data-sharing trends in a petascale file system. 46 - Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler:
Scaling betweenness centrality using communication-efficient sparse matrix multiplication. 47 - Jordi Wolfson-Pou, Edmond Chow:
Distributed southwell: an iterative method with low communication costs. 48 - Liang Yuan, Yunquan Zhang, Peng Guo, Shan Huang:
Tessellating stencils. 49 - Nikhil Jain, Abhinav Bhatele, Louis H. Howell, David Böhme, Ian Karlin, Edgar A. León, Misbah Mubarak, Noah Wolfe, Todd Gamblin, Matthew L. Leininger:
Predicting the performance impact of different fat-tree configurations. 50 - Peyman Faizian, Md Atiqul Mollah, Zhou Tong, Xin Yuan, Michael Lang:
A comparative study of SDN and adaptive routing on dragonfly networks. 51 - Sudheer Chunduri, Kevin Harms, Scott Parker, Vitali A. Morozov, Samuel Oshin, Naveen Cherukuri, Kalyan Kumaran:
Run-to-run variability on Xeon Phi based cray XC systems. 52 - Chenhan D. Yu, James Levitt, Severin Reiz, George Biros:
Geometry-oblivious FMM for compressing dense SPD matrices. 53 - Cris Cecka:
Low communication FMM-accelerated FFT on GPUs. 54 - Kyungjoo Kim, Timothy B. Costa, Mehmet Deveci, Andrew M. Bradley, Simon D. Hammond, Murat Efe Guney, Sarah Knepper, Shane Story, Sivasankaran Rajamanickam:
Designing vector-friendly compact BLAS and LAPACK kernels. 55 - Qingsong Wei, Chundong Wang, Cheng Chen, Yechao Yang, Jun Yang, Mingdi Xue:
Transactional NVM cache with high performance and crash consistency. 56 - Jungwon Kim, Seyong Lee, Jeffrey S. Vetter:
PapyrusKV: a high-performance parallel key-value store for distributed NVM architectures. 57 - Kai Wu, Yingchao Huang, Dong Li:
Unimem: runtime data managementon non-volatile memory-based heterogeneous main memory. 58 - Torsten Hoefler, Salvatore Di Girolamo, Konstantin Taranov, Ryan E. Grant, Ron Brightwell:
sPIN: high-performance streaming processing in the network. 59 - Abhinav Agrawal, Gabriel H. Loh, James Tuck:
Leveraging near data processing for high-performance checkpoint/restart. 60 - Théophile Terraz, Alejandro Ribés, Yvan Fournier, Bertrand Iooss, Bruno Raffin:
Melissa: large scale in transit sensitivity analysis avoiding intermediate files. 61 - 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 K. Coffman, Jithin Jose, Sayantan Sur, Alexander Sannikov, Sergey Oblomov, Michael Chuvelev, Masayuki Hatanaka, Xin Zhao, Paul F. Fischer, Thilina Rathnayake, Matthew Otten, Misun Min, Pavan Balaji:
Why is MPI so slow?: analyzing the fundamental limits in implementing MPI-3.1. 62 - Hongbo Li, Zizhong Chen, Rajiv Gupta:
Parastack: efficient hang detection for MPI programs at large scale. 63 - Mohammadreza Bayatpour, Sourav Chakraborty, Hari Subramoni, Xiaoyi Lu, Dhabaleswar K. Panda:
Scalable reduction collectives with data partitioning-based multi-leader design. 64
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