2018 IEEE High Performance Extreme Computing Conference (HPEC ‘18) Twenty-second Annual HPEC Conference 25 - 27 September 2018 Westin Hotel, Waltham, MA USA
Sept 26 Program Sept 27 Program Sept 25 Program Tutorials
Thursday, September 27, 2018
Plenary Session Chair: Dr. Eric Evans / Director / MIT Lincoln Laboratory Keynote Speaker Exascale Computing Ms. Barbara Helland (Associate Director - DOE Advanced Scientific Computing Research) New Frontiers & Quantum Computing Chair: J.Cortese / MIT Invited Talk: Accelerating Commercial Innovation Dr. Bernadette Johnson (Chief Venture Technologist - MIT Lincoln Laboratory) Invited Talk: Comprehensive EDA Tools Addressing the Intersection of Classical and Quantum Computing Mr. Jamil Kawa (Fellow - Synopsys) A Parallel Implementation of FANO using OpenMP and MPI Plamen Krastev, Albert Reuther, Chansup Byun, Michael Chrisp (MIT) Towards Energy-Proportional Anomaly Detection in the Smart Grid Spencer Drakontaidis, Michael Stanchi, Gabriel Glazer, Jason Hussey, Aaron St. Leger, Suzanne J. Matthews (USMA) Soft-Core, Multiple-Lane, FPGA-based ADCs for a Liquid Helium Environment Zikun Xiang, Tianqi Wang (University of Science and Technology of China), Tong Geng (Boston University), Tian Xiang (Suzhou graphichina), Xi Jin (University of Science and Technology of China), Martin Herbordt (Boston University) Parallel Real-Time Computing Chair: David Cousins / BBN [Best Paper Finalist] Stripmap SAR Pulse Interleaved Scheduling John Terragnoli, Miriam Leeser (Northeastern University), Paul Monticciolo (MIT) Tangram: Colocating HPC Applications with Oversubscription Qingqing Xiong, Emre Ates, Martin C. Herbordt, Ayse K. Coskun (Boston University) Experiments on Data Center Participation in Demand Response Programs Yijia Zhang, Ozan Tuncer, Athanasios Tsiligkaridis, Michael Caramanis, Ioannis Paschalidis, Ayse Coskun (Boston University) Server-class devices for Space Time Adaptive Processing Jonas Larsson (Mercury Systems) Dynamic Deployment of Communication Applications to Different Hardware Platforms using Ontological Representations Yanji Chen, Mehmet Gungor, Shweta Singh, Alex Tazin, Mieczyslaw M. Kokar, Miriam Leeser (Northeastern University) High Performance Data Analysis 1 Chair: Vijay Gadepally / MIT [Best Paper Finalist] Computationally Efficient CP Tensor Decomposition Update Framework for Emerging Component Discovery in Streaming Data Pierre-David Letourneau, Muthu Baskaran, Tom Henretty, James Ezick, Richard Lethin (Reservoir Labs) Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis Albert Reuther, Jeremy Kepner, Chansup Byun, Siddharth Samsi, William Arcand, David Bestor, Bill Bergeron, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Anna Klein, Lauren Milechin, Julia Mullen, Andrew Prout, Antonio Rosa, Charles Yee, Peter Michaleas (MIT) [Best Student Paper Finalist] Sparse Dual of the Density Peaks Algorithm for Cluster Analysis of High-dimensional Data Dimitris Floros (Aristotle University), Tiancheng Liu (Duke University), Nikos Pitsianis (Aristotle University), Xiaobai Sun (Duke University) AC922 Data Movement for CORAL Steve Roberts, Pradeep Ramanna, John Walthour (IBM) Invited Talk: Leadership Computing for Converged High Performance Computing, Data Analysis, and Machine Learning Dr. Chris Hill (MIT) Posters [Student Innovation Award] PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV Fazle Sadi, Joe Sweeney, Scott McMillan, Tze Meng Low, James C. Hoe, Larry Pileggi, Franz Franchetti (CMU) [Student Innovation Award] Scalable Community Detection Using Vite Sayan Ghosh (Wash St), Mahantesh Halappanavar, Antonino Tumeo (PNNL), Ananth Kalyanaraman, Assefaw H. Gebremedhin (Wash St) [Student Innovation Award] Triangle Counting and Truss Decomposition using FPGA Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li, Vikram S. Mailthody, Ketan Date (UIUC), Jinjun Xiong (IBM), Deming Chen, Rakesh Nagi, Wen-mei Hwu (UIUC) [Student Innovation Award] Fast Stochastic Block Partition for Streaming Graphs Ahsen J. Uppal, H. Howie Huang (GWU) [Honorable Mention] Estimating Edge-Local Triangle Count Heavy Hitters in Edge-Linear Time and Almost-Vertex-Linear Space Benjamin W. Priest (Dartmouth), Roger Pearce, Geoffrey Sanders (LLNL) [Honorable Mention] Triangle Counting with A Multi-Core Computer Evan Donato, Ming Ouyang, Cristian Peguero-Isalguez (UMass Boston) [Honorable Mention] Parallel Counting of Triangles in Large Graphs: Pruning and Hierarchical Clustering Algorithms Chun-Yen Kuo, Ching Nam Hang, Pei-Duo Yu, Chee Wei Tan (CU Hong Kong) Characterizing I/O optimization opportunities for array-centric applications on HDFS Donghe Kang, Vedang Patel, Kalyan Khandrika, Spyros Blanas, Yang Wang, Srinivasan Parthasarathy (Ohio State University) A SoPC based Fixed Point System for Spaceborne SAR Real-Time Imaging Processing Bingyi Li, Yizhuang Xie, Shankang Hu, Liang Chen (Beijing Institute of Technology), Yi Deng (Virginia Polytechnic) An Ensemble Classifier Based on Feature Selection Using Ant Colony Optimization Jianjun Cao (NUDT - China), Guojun Lv, Yuling Shang, Nianfeng Weng, Chen Chang, Yi Liu (Army Engineering University - China) Efficient and Flexible 2-D Data Controller for SAR Imaging System Tianyun Sun, Bingyi Li, Yizhuang Xie, He Chen, Liang Chen (Beijing Institute of Technology) Classical Simulation of noisy quantum circuits for simulating Hamiltonian dynamics Rich Rines (MIT) [Student Poster] Multi-Player Generative Adversarial Networks Samarth Gupta (MIT) [Student Poster] Evaluating Mode Collapse in Generative Adversarial Networks Sayeri Lala, Anastasiya Belyaeva, Maha Shady (MIT), Molei Liu (Harvard) [Student Poster] Alternative Algorithms to Remove Ringing Artifacts in Bio-image with Big Data Using Numerical and Computational Analysis Andrew Kyung (Norther Valley Regional), Eun Suh Kim (Seoul International School), Nahyun Kim (Bergen County Academies) [Student Poster] Enhanced Iterative Method Solving Computational Quantum Mechanics with a Large Number of Equations Andrew Kyung (Norther Valley Regional), Daniel Lee (Charterhouse) Machine Learning 2 Chair: Sadasivan Shankar / Harvard Invited Talk: Julia: The New Language of AI Prof. Alan Edelman (MIT) Too many secants: a hierarchical approach to secant-based dimensionality reduction on large data sets Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson (Colorado State University) Regression Based WCET Analysis For Sampling Based Motion Planning Hao Wen, Wei Zhang (Virginia Commonwealth University) A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge Justin Sanchez, Ramachandra Chamarthi, Nasim Soltani, Adarsh Sawant, Hamed Tabkhi (UNC Charlotte) Energy-Efficient DNN Computing on GPUs Through Register File Management Xin Wang, Wei Zhang (Virginia Commonwealth University) ASIC & FPGA 2 Chair: Paul Monticiollo / MIT Exploiting GPU with 3D Stacked Memory to Boost Performance for Data-Intensive Applications Hao Wen, Wei Zhang (Virginia Commonwealth University) An Access-Pattern-Aware On-Chip Vector Memory System with Automatic Loading for SIMD Architectures Tong Geng (Boston University), Erkan Diken (Eindhoven University of Technology), Tianqi Wang (Boston University), Lech Jozwiak (Eindhoven University of Technology), Martin Herbordt (Boston University) Scalable RMA-based Communication Library Featuring Node-local NVMs Ryo Matsumiya, Toshio Endo (Tokyo Institute of Technology) High Performance Data Analysis 2 Chair: Sid Samsi / MIT Database Operations in D4M.jl Lauren Milechin, Vijay Gadepally, Jeremy Kepner (MIT) High-Performance Embedded Computing (HPEC) and Machine Learning Demonstrated in Flight Using Agile Condor Mark Barnell, Courtney Raymond (AFRL), Chris Capraro, Darrek Isereau, Chris Cicotta, Nathan Stokes (SRC) All-at-once Decomposition of Coupled Billion-scale Tensors in Apache Spark Aditya Gudibanda, Tom Henretty, Muthu Baskaran, James Ezick, Richard Lethin (Reservoir Labs) Interactive Launch of 16,000 Microsoft Windows Instances on a Supercomputer Michael Jones, Jeremy Kepner, Bradley Orchard, Albert Reuther, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Vijay Gadepally, Michael Houle, Matthew Hubbell, Anna Klein, Lauren Milechin, Julia Mullen, Andrew Prout, Antonio Rosa, Siddharth Samsi, Charles Yee, Peter Michaleas (MIT) Invited Talk: Big Data and HPC Workflows Dr. Scott Yockel (Director - Harvard Research Computing) GPU Computing Chair: Brian Stroka / MITRE Utilizing GPU Parallelism to Improve Fast Spherical Harmonic Transforms Max Carlson, Hari Sundar (University of Utah) A Multi-GPU PCISPH Implementation with Efficient Memory Transfers Kevin Verma, Chong Peng, Kamil Szewc (ESS Engineering Software), Robert Wille (Johannes Kepler University) GDP: GPU accelerated Detailed Placement Shounak Dhar, David Pan (University of Texas) Benchmarking Scalability of GPU Accelerated SAR Image Formation Edward Hill, Thomas Kragh, Howard Nichols (BAE Systems), Michael Minardi, Steven Scarborough, Alexander Boytim (AFRL) WCET Analysis of GPU L1 Data Caches Yijie Huangfu, Wei Zhang (Virginia Commonwealth University) Big Data Chair: Nikos Pitsianis / ELKE A.P.TH. (Office of Research Support of Aristotle University) Performance Assessment of Hybrid Parallelism for Large-Scale Reservoir Simulation on Multi- and Many-core Architectures Amani AlOnazi (KAUST), Marcin Rogowski, Ahmed Al-Zawawi (Aramco), David Keyes (KAUST) Benchmarking Heterogeneous HPC Systems Including Reconfigurable Fabrics: Community Aspirations for Ideal Comparisons Peter Jamieson (Miamu University), Ahmed Sanaullah, Martin Herbordt (Boston University) Improving Performance and Scalability of Algebraic Multigrid through a Specialized MATVEC Majid Rasouli, Vidhi Zala, Robert Kirby, Hari Sundar (University of Utah) Simulation Approach to Sensor Placement Using Unity3D Kimberlee Chestnut Chang, Nicole Lane, Andrew Uhmeyer, Michael Jones, Matthew Hubbell, Albert Reuther, Robert Seater (MIT) A Fast and Efficient Parallel Algorithm for Pruned Landmark Labeling Qing Dong, Kartik Lakhotia, Hanqing Zeng, Rajgopal Kannan, Viktor Prasanna (USC), Guna Seetharaman (NRL) Closing Talk: TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines Jeremy Kepner (MIT), Ron Brightwell (Sandia), Alan Edelman, Vijay Gadepally (MIT), Hayden Jananthan (Vanderbilt), Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi (MIT), Kevin Pedretti (Sandia), Albert Reuther (MIT), Thomas Sterling (Indiana University), Mike Stonebraker (MIT)