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SC 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
18.9-Pflops nonlinear earthquake simulation on Sunway TaihuLight: enabling depiction of 18-Hz and 8-meter scenarios. 2 - Xiao Wang
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
Tagit: an integrated indexing and search service for file systems. 5 - Yingjin Qian, Xi Li, Shuichi Ihara, Lingfang Zeng
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
Deep learning at 15PF: supervised and semi-supervised classification for scientific data. 7 - Guanpeng Li
Understanding error propagation in deep learning neural network (DNN) accelerators and applications. 8 - Yang You, Aydin Buluç
Scaling deep learning on GPU and knights landing clusters. 9 - Hui Guan, Xipeng Shen
Egeria: a framework for automatic synthesis of HPC advising tools through multi-layered natural language processing. 10 - Chunhua Liao, Pei-Hung Lin
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
Control replication: compiling implicit parallelism to efficient SPMD with logical regions. 14 - Vinay Vasista, Kumudha Narasimhan
Optimizing geometric multigrid method computation using a DSL approach. 15 - Amelie Chi Zhou, Yifan Gong, Bingsheng He
Efficient process mapping in geo-distributed cloud data centers. 16 - Marcelo Amaral
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
A framework for scalable biophysics-based image analysis. 19 - Brian Friesen
Galactos: computing the anisotropic 3-point correlation function for 2 billion galaxies. 20 - Carsten Uphoff
Extreme scale multi-physics simulations of the tsunamigenic 2004 sumatra megathrust earthquake. 21 - Michael LeBeane, Khaled Hamidouche, Brad Benton, Maurício Breternitz
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
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
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
Experimental and analytical study of Xeon Phi reliability. 28 - Giorgis Georgakoudis
REFINE: realistic fault injection via compiler-based instrumentation for accuracy, portability and speed. 29 - Xin Liang, Jieyang Chen, Dingwen Tao
Correcting soft errors online in fast fourier transform. 30 - Aniruddha Marathe
Performance modeling under resource constraints using deep transfer learning. 31 - Danilo Carastan-Santos
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
Representative paths analysis. 34 - Alfredo Giménez, Todd Gamblin, Abhinav Bhatele, Chad Wood, Kathleen Shoga, Aniruddha Marathe
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
Embracing a new era of highly efficient and productive quantum Monte Carlo simulations. 38 - Vladimir A. Mironov
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
Efficient and scalable calculation of complex band structure using Sakurai-Sugiura method. 40 - Mohammed Sourouri, Espen Birger Raknes, Nico Reissmann, Johannes Langguth, Daniel Hackenberg
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
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
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
Scientific user behavior and data-sharing trends in a petascale file system. 46 - Edgar Solomonik, Maciej Besta, Flavio Vella
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
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
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
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
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
Melissa: large scale in transit sensitivity analysis avoiding intermediate files. 61 - Ken Raffenetti
Why is MPI so slow?: analyzing the fundamental limits in implementing MPI-3.1. 62 - Hongbo Li, Zizhong Chen
Parastack: efficient hang detection for MPI programs at large scale. 63 - Mohammadreza Bayatpour, Sourav Chakraborty, Hari Subramoni
Scalable reduction collectives with data partitioning-based multi-leader design. 64
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