Plenary Session 9:00-10:00 in Eden Vale B Chair: David Martinez, MIT Lincoln Laboratory Keynote Speaker: Clockless Computing Dr. Ivan Sutherland (ACM Turing Award; IEEE John von Neumann Medal; NAE Fellow; NAS Fellow; ACM Fellow) Break 10:00 - 10:20 Advanced Hardware Architectures 1 10:20-12:00 in Eden Vale A1/A2 Chair: Albert Reuther / MIT Lincoln Laboratory ABSTRACTS 10:20-10:40 [Best Student Paper Finalist] Optimal Data Layout for Block-Level Random Accesses to Scratchpad Shreyas Singapura (USC), Rajgopal Kannan (ARL), and Viktor Prasanna (USC) 10:40-11:00 [Best Student Paper Finalist] Mixed Data Layout Kernels for Vectorized Complex Arithmetic Doru Popovici, Franz Franchetti, Tze Meng Low (CMU) 11:00-11:20 Broadening the Exploration of the Accelerator Design Space in Embedded Scalable Platforms Luca Piccolboni, Paolo Mantovani, Giuseppe Di Guglielmo, Luca Carloni (Columbia University) 11:20-11:40 Application of Convolutional Neural Networks on Intel Xeon Processor with Integrated FPGA Philip Colangelo (UMass Lowell), Enno Luebbers, Randy Huang (Intel), Martin Margala (UMass Lowell), Kevin Nealis (Intel) 11:40-12:00  An FPGA-based Data Acquisition System for Directional Dark Matter Detection Chen Yang, Jiayi Sheng, Aravind Sridhar, Martin Herbordt (Boston University), Catherine Nicoloff, James Battat (Wellesley College) Graphs & Sparse Data 1 10:20-12:00 in Eden Vale C1/C2 Chair: Paul Monticciolo / MIT ABSTRACTS 10:20-10:40 [Best Student Paper Finalist] Autonomous, Independent Management of Dynamic Graphs on GPUs Martin Winter (Graz University), Rhaleb Zayer (Max Planck Institute), Markus Steinberger (Graz University) 10:40-11:00 Sparse Matrix Assembly on the GPU Through Multiplication Patterns Rhaleb Zayer (Max Planck Institute), Markus Steinberger (Graz University), Hans-Peter Seidel (Max Planck Institute) 11:00-11:20 [Best Student Paper Finalist] Fast Distributed MIS Thejaka Kanewala, Marcin Zalewski, Andrew Lumsdaine (PNNL & University of Washington) 11:20-11:40 Performance Challenges for Heterogeneous Distributed Tensor Decompositions Thomas Rolinger, Tyler Simon, Christopher Krieger (University of Maryland) 11:40-12:00  A Top-Down Scheme of Descriptive Time Series Data Analysis for Health Life Rasoul Rajaei, Bahram Shafai (Northeastern University) High Performance & Cloud Computing 1 10:20-12:00 in Eden Vale C3 Chair: Donald Peck / Jackson Laboratory ABSTRACTS 10:20-10:40 [Invited Talk: Massachusetts HPC John Goodhue (Executive Director - Massachusetts Green High Performance Computing Center) 10:40-11:00 [Best Paper Finalist] Memory-efficient Parallel Tensor Decompositions Muthu Baskaran, Tom Henretty, Benoit Pradelle, M. Harper Langston, David Bruns-Smith, James Ezick, Richard Lethin (Reservoir Labs) 11:00-11:20 [Best Paper Finalist] Power-aware Computing: Measurement, Control, and Performance Analysis for Intel Xeon Phi Azzam Haidar, Heike Jagode, Asim YarKhan, Phil Vaccaro, Stanimire Tomov, Jack Dongarra (University of Tennessee) 11:20-11:40 A Quantitative and Qualitative Analysis of Tensor Decompositions on Spatiotemporal Data Tom Henretty, Muthu Baskaran, James Ezick, David Bruns- Smith (Reservoir Labs), Tyler Simon (University of Maryland) 11:40-12:00  MIT SuperCloud Portal Workspace: Enabling HPC Web Application Deployment Andrew Prout, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Vijay Gadepally, Matthew Hubbell, Michael Houle, Michael Jones, Peter Michaleas, Lauren Milechin, Julie Mullen, Antonio Rosa, Siddharth Samsi, Albert Reuther, Jeremy Kepner (MIT Lincoln Laboratory Supercomputing Center)   Lunch; View Posters and Demos 1 12:00-1:00 Foyer Posters ABSTRACTS Optimizing FFT Resource Efficiency on FPGA using High-level Synthesis Guanglin Xu, Tze Meng Low, James Hoe, Franz Franchetti (CMU) Evaluating Critical Bits in Arithmetic Operations due to Timing Violations Sungseob Whang, Tymani Rachford, Dimitra Papagiannopoulou (Brown University), Tali Moreshet (Boston University), R. Iris Bahar (Brown University) Leakage Energy Reduction for Hard Real-Time Caches Yijie Huangfu, Wei Zhang (Virginia Commonwealth University) Study on Distributed and Parallel Non-Linear Optimization algorithm for ocean color remote sensing data Jung-Ho Um, Sunggeun Han, Hyunwoo Kim, Kyongseok Park (KISTI) Interference Evaluation In CPU-GPU Heterogeneous Computing Hao Wen, Wei Zhang (Virginia Commonwealth University) Accelerating High-Dimensional Integration using Lattice Rules on GPUs Ahmed Almulihi, Elise de Doncker (Western Michigan University) Secure Computing Architecture: A Direction for the Future -- The OS Friendly Microprocessor Architecture Patrick Jungwirth (ARL), Hameed Badawy (New Mexico State University) Fast P(RMNE): Fast Forensic DNA Probability of Random Man Not Excluded Calculation Darrell O. Ricke, Steven Schwartz (MIT Lincoln Laboratory) GrigoraSNPs: Optimized HTS DNA Forensic SNP Analysis Darrell O. Ricke, Anna Shcherbina, Adam Michaleas, Philip Fremont-Smith (MIT Lincoln Laboratory) Advanced Hardware Architectures 2 1:00-2:40 in Eden Vale A1/A2 Chair: Albert Reuther / MIT Lincoln Laboratory ABSTRACTS 1:00-1:20 An Introduction to an Array Memory Processor for Application Specific Acceleration Gerald Pechanek, Nikos Pitsianis (Duke University) 1:20-1:40 Investigating TI KeyStone II and Quad-Core ARM Cortex-A53 Architectures for On-Board Space Processing Benjamin Schwaller, Barath Ramesh, Alan George (CHREC) 1:40-2:00 Dynamic Trace-based Sampling Algorithm for Memory Usage Tracking of Enterprise Applications Houssem Daoud, Naser Ezzati-jivan, Michel Dagenais (Ecole Polytechnique Montreal) 2:00-2:20 OpenCL for HPC with FPGAs: Case Study in Molecular Electrostatics Chen Yang, Jiayi Sheng, Rushi Patel, Ahmed Sanaullah (Boston University), Vipin Sachdeva (Silicon Therapeutics), Martin Herbordt (Boston University) 2:20-2:40 [Best Paper Finalist] Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems Fazle Sadi, Larry Pileggi, Franz Franchetti (CMU)   GraphBLAS 1:00-2:40 in Eden Vale C1/C2 Chair: Scott McMillan / CMU SEI ABSTRACTS 1:00-1:20 Invited Talk: Massive-Scale Streaming Analytics Prof. David Bader (IEEE Fellow; AAAS Fellow; Georgia Tech - Chair School of Computational Science and Engineering) 1:20-1:40 Invited Talk: HAGGLE – Hybrid Attributed Generic Graph Library Environment Dr. John Feo (Director - Northwest Institute for Advanced Computing) 1:40-2:00 Enabling Massive Deep Neural Networks with the GraphBLAS Jeremy Kepner (MIT Lincoln Laboratory Supercomputing Center), Manoj Kumar, Jose Moreira, Pratap Pattnaik, Mauricio Serrano, Henry Tufo (IBM) 2:00-2:20 GraphBLAS C API: Ideas for future versions of the specification Timothy Mattson (Intel), Carl Yang (UC Davis), Scott McMillan (CMU SEI), Aydın Buluc (LBNL), Jose Moreira (LBNL) 2:20-2:40 A Scale-Free Structure for Real World Networks Richard Veras, Franz Franchetti (CMU) High Performance & Cloud Computing 2 1:00-2:40 in Eden Vale C3 Chair: Donald Peck / Jackson Laboratory ABSTRACTS 1:00-1:20 Efficient Parallel Streaming Algorithms for large-scale Inverse Problems Hari Sundar (University of Utah) 1:20-1:40 Task Mapping on a Dragonfly Supercomputer Ozan Tuncer, Yijia Zhang (Boston University), Vitus Leung (Sandia), Ayse Coskun (Boston University) 1:40-2:00 Exploiting half precision arithmetic in NVIDIA GPUs Vickie Lynch, Jose Borreguero (ORNL), Ewa Deelman, Rafael Ferreira da Silva (USC ISI), Monojoy Goswami, Yawei Hui, Eric Lingerfelt, Jeffrey Vetter (ORNL) 2:00-2:20 Benchmarking Data Analysis and Machine Learning Applications on the Intel KNL Many-Core Processor Chansup Byun, Jeremy Kepner, William Arcand, David Bestor, Bill Bergeron, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Anna Klein, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Siddharth Samsi, Charles Yee, Albert Reuther (MIT Lincoln Laboratory Supercomputing Center) 2:20-2:40 Integrating Productivity-Oriented Programming Languages with High-Performance Data Structures Rohit Varkey Thankachan, Eric Hein (Georgia Tech), James Fairbanks, Brian Swenson (GTRI) Break 2:40-3:00 IEEE/DARPA/Amazon Graph Challenge Awards 3:00-5:00 in Eden Vale B Chair: Jeremy Kepner / MIT Lincoln Laboratory ABSTRACTS 3:00-3:10 Invited Talk: Machine Learning, Data Analytics, and Non-Conventional Computer Architecture Mr. Trung Tran (DARPA MTO) 3:10-3:20 Static Graph Challenge: Subgraph Isomorphism Siddharth Samsi, Vijay Gadepally, Michael Hurley, Michael Jones, Edward Kao, Sanjeev Mohindra, Paul Monticciolo, Albert Reuther, Steven Smith, William Song, Diane Staheli, Jeremy Kepner (MIT Lincoln Laboratory) 3:20-3:30 Streaming Graph Challenge: Stochastic Block Partition Edward Kao, Vijay Gadepally, Michael Hurley, Michael Jones, Jeremy Kepner, Sanjeev Mohindra, Paul Monticciolo, Albert Reuther, Siddharth Samsi, William Song, Diane Staheli, Steven Smith (MIT Lincoln Laboratory) 3:30-3:40 [Finalist] Truss Decomposition on Shared- Memory Parallel Systems Shaden Smith (UMN, Intel), Xing Liu, Nesreen K. Ahmed (Intel), Ancy Sarah Tom (UMN), Fabrizio Petrini (Intel), George Karypis (UMN) 3:40-3:50 [Finalist] Exploring Optimizations on Shared- memory Platforms for Parallel Triangle Counting Algorithms Ancy Sarah Tom (UMN), Narayanan Sundaram, Nesreen Ahmed, Shaden Smith, Stijn Eyerman, Midhunchandra Kodiyath, Ibrahim Hur, Fabrizio Petrini (Intel), George Karypis (UMN) 3:50-4:00 [Finalist] TriX: Triangle Counting at Extreme Scale Yang Hu, Pradeep Kumar (GWU), Guy Swope (Raytheon), H. Howie Huang (GWU) 4:00-4:10 [Champion] Fast Linear Algebra-Based Triangle Counting with KokkosKernels Michael Wolf, Mehmet Deveci, Jonathan Berry, Simon Hammond, Sivasankaran Rajamanickam (Sandia) 4:10-4:20 [Champion] Triangle Counting for Scale-Free Graphs at Scale in Distributed Memory Roger Pearce (LLNL) 4:20-4:30 [Champion] Scalable Static and Dynamic Community Detection Using Grappolo Mahantesh Halappanavar (PNNL), Hao Lu (ORNL), Ananth Kalyanaraman (Wash St), Antonino Tumeo (PNNL) 4:30-4:40 [Champion] Parallel Triangle Counting and k- Truss Identification using Graph-centric Methods Chad Voegele, Yi-Shan Lu, Sreepathi Pai, Keshav Pingali (UT Austin) 4:40-4:50 [Champion] Static Graph Challenge on GPU Mauro Bisson, Massimiliano Fatica (NVIDIA)   Best Paper Awards Session 5:00-5:30 in Eden Vale B Chair: Jeremy Kepner / MIT Lincoln Laboratory Best Student Paper Award Presentation 5:00 in Eden Vale B Chair: Brian Sroka / MITRE Best Paper Award Presentation 5:10 in Eden Vale B   Chair: Jeremy Kepner / MIT Lincoln Laboratory Invited Talk:  5:10-5:30 Innovation as an Ecosystem Prof. Barry Shoop (West Point) Reception; View Posters & Demos; Attend BoFs 5:30-8:00 in Emerson, Foyer & Eden Vale Open SuperComputing Chair: Kurt Keville / MIT 6:00-7:00 Eden Vale A1/A2 GraphBLAS BoF Co-Chairs: Aydın Buluç / Marcin Zalewski / PNNL; LBNL; Scott McMillan / CMU 6:00-7:00 in Eden Vale C1/C2 Invited Talk: SuiteSparse GraphBLAS Prof. Tim Davis (Texas A&M) Demos: