Keynote Speaker:

Clockless Computing

Dr. Ivan Sutherland (ACM Turing Award; IEEE John von Neumann Medal; NAE Fellow; NAS Fellow; ACM Fellow)

[Best Student Paper Finalist] Optimal Data Layout for Block-Level Random Accesses to Scratchpad

Shreyas Singapura (USC), Rajgopal Kannan (ARL), and Viktor Prasanna (USC)

[Best Student Paper Finalist] Mixed Data Layout Kernels for Vectorized Complex Arithmetic

Doru Popovici, Franz Franchetti, Tze Meng Low (CMU)

Broadening the Exploration of the Accelerator Design Space in Embedded Scalable Platforms

Luca Piccolboni, Paolo Mantovani, Giuseppe Di Guglielmo, Luca Carloni (Columbia University)

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)

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)

[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)

Sparse Matrix Assembly on the GPU Through Multiplication Patterns

Rhaleb Zayer (Max Planck Institute), Markus Steinberger (Graz University), Hans-Peter Seidel (Max Planck Institute)

[Best Student Paper Finalist] Fast Distributed MIS

Thejaka Kanewala, Marcin Zalewski, Andrew Lumsdaine (PNNL & University of Washington)

Performance Challenges for Heterogeneous Distributed Tensor Decompositions

Thomas Rolinger, Tyler Simon, Christopher Krieger (University of Maryland)

A top-down scheme of descriptive time series data analysis for health life

Rasoul Rajaei, Bahram Shafai (Northeastern University)

Invited Talk: Massachusetts HPC

John Goodhue (Executive Director - Massachusetts Green High Performance Computing Center)

[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)

[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)

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)

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)

An Introduction to an Array Memory Processor for Application Specific Acceleration

Gerald Pechanek, Nikos Pitsianis (Duke University)

Investigating TI KeyStone II and Quad-Core ARM Cortex-A53 Architectures for On-Board Space Processing

Benjamin Schwaller, Barath Ramesh, Alan George (CHREC)

Dynamic Trace-based Sampling Algorithm for Memory Usage Tracking of Enterprise Applications

Houssem Daoud, Naser Ezzati-jivan, Michel Dagenais (Ecole Polytechnique Montreal)

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)

[Best Paper Finalist] Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems

Fazle Sadi, Larry Pileggi, Franz Franchetti (CMU)

Invited Talk: Massive-Scale Streaming Analytics

Prof. David Bader (IEEE Fellow; AAAS Fellow; Georgia Tech - Chair School of Computational Science and Engineering)

Invited Talk: HAGGLE – Hybrid Attributed Generic Graph Library Environment

Dr. John Feo (Director - Northwest Institute for Advanced Computing)

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)

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)

A Scale-Free Structure for Real World Networks

Richard Veras, Franz Franchetti (CMU)

Efficient Parallel Streaming Algorithms for large-scale Inverse Problems

Hari Sundar (University of Utah)

Task Mapping on a Dragonfly Supercomputer

Ozan Tuncer, Yijia Zhang (Boston University), Vitus Leung (Sandia), Ayse Coskun (Boston University)

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)

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)

Integrating Productivity-Oriented Programming Languages with High-Performance Data Structures

Rohit Varkey Thankachan, Eric Hein (Georgia Tech), James Fairbanks, Brian Swenson (GTRI)

Invited Talk: Machine Learning, Data Analytics, and Non-Conventional Computer Architecture

Mr. Trung Tran (DARPA MTO)

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)

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)

[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)

[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)

[Finalist] TriX: Triangle Counting at Extreme Scale

Yang Hu, Pradeep Kumar (GWU), Guy Swope (Raytheon), H. Howie Huang (GWU)

[Champion] Fast Linear Algebra-Based Triangle Counting with KokkosKernels

Michael Wolf, Mehmet Deveci, Jonathan Berry, Simon Hammond, Sivasankaran Rajamanickam (Sandia)

[Champion] Triangle Counting for Scale-Free Graphs at Scale in Distributed Memory

Roger Pearce (LLNL)

[Champion] Scalable Static and Dynamic Community Detection Using Grappolo

Mahantesh Halappanavar (PNNL), Hao Lu (ORNL), Ananth Kalyanaraman (Wash St), Antonino Tumeo (PNNL)

[Champion] Parallel Triangle Counting and k-Truss Identification using Graph-centric Methods

Chad Voegele, Yi-Shan Lu, Sreepathi Pai, Keshav Pingali (UT Austin)

[Champion] Static Graph Challenge on GPU

Mauro Bisson, Massimiliano Fatica (NVIDIA)

Best Student Paper Award Presentation (5:00) [Eden Vale B]

Chair: Brian Sroka / MITRE

Best Paper Award Presentation (5:10) [Eden Vale B]

Chair: Jeremy Kepner / MIT

Invited Talk: Innovation as an Ecosystem

Prof. Barry Shoop (West Point)

Invited Talk: SuiteSparse GraphBLAS

Prof. Tim Davis (Texas A&M)

Keynote Speaker:

Intelligent Design Automation, System Optimization, and Open Hardware

Mr. Andreas Olofsson (DARPA MTO - Program Manager)

Towards Numerical Benchmark for Half-Precision Floating Point Arithmetic

Piotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, Jack Dongarra (University of Tennessee)

[Best Paper Finalist] Advanced Load Balancing for SPH Simulations on Multi-GPU Architectures

Kevin Verma, Kamil Szewc (Engineering Software Steyr), Robert Wille (University Linz)

Scientific Computing Using Consumer Video-Gaming Embedded Devices

Glenn Volkema, Gaurav Khanna (UMass Dartmouth)

Efficient and Accurate Word2Vec Implementations in GPU and Shared-Memory Multicore Architectures

Trevor Simonton, Gita Alaghband (University of Colorado Denver)

A Linear Algebra Approach to Fast DNA Mixture Analysis Using GPUs

Siddharth Samsi, Brian Helfer, Jeremy Kepner, Albert Reuther, Darrell O. Ricke (MIT Lincoln Laboratory)

[Best Student Paper Finalist] Cloud-based Large-scale Brain Connectivity Analysis Using Accumulo and D4M

Laura Brattain (MIT Lincoln Laboratory), Mihnea Bulugioiu (Northeastern University), Adam Brewster, Mark Hernandez (MIT LL), Heejin Choi, Taeyun Ku, Kwanghun Chung (Northeastern University), Vijay Gadepally (MIT Lincoln Laboratory Supercomputing Center)

Multiresolution Priority Queues

Jordi Ros­Giralt, Alan Commike, Peter Cullen, Jeff Lucovsky, Dilip Madathil, Richard Lethin (Reservoir Labs)

D4M 3.0: Extended Database and Language Capabilities

Lauren Milechin (MIT EAPS), Vijay Gadepally, Siddharth Samsi, Jeremy Kepner (MIT Lincoln Laboratory Supercomputing Center), Alexander Chen (MIT CSAIL), Dylan Hutchison (University of Washington)

Out Of Memory SVD Solver for Big Data

Azzam Haidar (University of Tennessee ), Khairul Kabir (NVIDIA), Diana Fayad (Universite of Versailles), Stanimire Tomov, Jack Dongarra (University of Tennessee)

Database Engine Integration and Performance Analysis of the BigDAWG Polystore System

Katherine Yu (MIT CSAIL), Vijay Gadepally (MIT Lincoln Laboratory Supercomputing Center), Michael Stonebraker (MIT CSAIL)

Invited Talk: Making Sparse Fast

Prof. Saman Amarasinghe (MIT CSAIL)

Optimized Task Graph Mapping on a Many-core Neuromorphic Supercomputer

Indar Sugiarto (University of Manchester), Pedro Campos (University of York), Nizar Dahir (University of Kufa), Gianluca Tempesti(University of York), Steve Furber (University of Manchester)

Computing Structural Controllability of Linearly-Coupled Complex Networks

Rasoul Rajaei (Northeastern University), Sadjaad Ozgoli (Tarbiat Modares University)

A Distributed Algorithm for the Efficient Computation of the Unified Model of Social Influence on Massive Datasets

Alex Popa, Marc Frincu (West University of Timisoara), Charalampos Chelmis (University at Albany)

OSCAR: Optimizing SCrAtchpad Reuse for Graph Processing

Shreyas Singapura, Ajitesh Srivastava (USC), Rajgopal Kannan (ARL), Viktor Prasanna (USC)

WCET Analysis of the Shared Data Cache in Integrated CPU-GPU Architectures

Yijie Huangfu, Wei Zhang (Virginia Commonwealth University)

[Best Paper Finalist] Exploiting Half Precision Arithmetic in NVIDIA GPUs

Nhut-Minh Ho, Weng-Fai Wong (National University of Singapore)

Ultra-High Fidelity Radio Frequency Propagation Modeling Using Distributed High Performance Graphical Processing Units

Mark Barnell (AFRL), Nathan Stokes, Jason Steeger (SRC)

GPU Accelerated Gigabit Level BCH and LDPC Concatenated Coding System

Selcuk Keskin, Taskin Kocak (Bahcesehir University)

BigDAWG Version 0.1

Vijay Gadepally, Kyle O’Brien (MIT Lincoln Laboratory), Adam Dziedzic, Aaron Elmore (University of Chicago), Jeremy Kepner (MIT Lincoln Laboratory), Samuel Madden, Tim Mattson (Intel), Jennie Rogers, Zuohao She (University of Chicago), Michael Stonebraker (MIT CSAIL)

Accelerating Big Data Applications Using Lightweight Virtualization Framework on Enterprise Cloud

Janki Bhimani, Zhengyu Yang, Miriam Leeser, Ningfang Mi (Northeastern University)

Real-Time Regex Matching With Apache Spark

Sean Deaton, David Brownfield, Leonard Kosta, Zhaozhong Zhu, Suzanne Matthews (West Point)

FastID: Extremely Fast Forensic DNA Comparisons

Darrell Ricke (MIT Lincoln Laboratory)

xDCI, a Data Science Cyberinfrastructure for Interdisciplinary Research

Ashok Krishnamurthy, Stan Ahalt, Kira Bradford, Chris Calloway, Claris Castillo, Mike Conway, Jason Coposky, Yue Guo, Ray Idaszak, Chris Lenhardt, Terrell Russell, Marcin Sliwowski, Michael Stealey, Hong Yi (RENCI)

Lossy Compression on IoT Big Data by Exploiting Spatiotemporal Correlation

Aekyeung Moon, Jaeyoung Kim (ETRI), Jialing Zhang, Seung Woo Son (UMass Lowell)

PACE: Proactively-Secure Accumulo with Cryptographic Enforcement

Scott Ruoti, Ben Kaiser, Ariel Hamlin, Cassandra Sparks, Robert Cunningham (MIT Lincoln Laboratory)

Architectural Refinements for Enhancing Trust and Securing Cyber-Physical Systems

Vivek Venugopalan (UTRC)

High-Performance Low-Energy Implementation of Cryptographic Algorithms on a Programmable SoC for IoT Devices

Boyou Zhou, Manuel Egele, Ajay Joshi (Boston University)

Invited Talk: Bridging System Functionality and Cybersecurity

Dr. Michael Vai (MIT Lincoln Laboratory)

Invited Talk: Real, Industrial Use-Cases for HPEC

Dr. Masako Yamada (Manager - GE Global Research)

Invited Talk: Sparse and Random vs HPC Architecture

Dr. Josh Fryman (Intel - Senior Principal Engineer & Engineering Manager)

Invited Talk: Convergence of Machine Learning, Big Data, and Supercomputing

Dr. Jeremy Kepner (MIT Lincoln Laboratory Fellow; Founder Lincoln Laboratory Supercomputing Center)

Hybrid Flash Arrays for HPC storage systems

Torben Kling Petersen, John Bent (Seagate)

Performance Measurements of Supercomputing and Cloud Storage Solutions

Michael Jones, Jeremy Kepner, William Arcand, David Bestor, Bill Bergeron, Vijay Gadepally, Michael Houle, Matthew Hubbell, Peter Michaleas, Andrew Prout, Albert Reuther, Siddharth Samsi, Paul Monticiollo (MIT Lincoln Laboratory)

Software-Defined Extreme Scale Networks for Bigdata Applications

Haitham Ghalwash, Chun-Hsi Huang (University of Connecticut)

Model-Based Compute Orchestration for Resource-Constrained Repeating Flows

Nazario Irizarry (MITRE)

Invited Talk: Heuristic Quantum Variational Algorithms on a Small Quantum Computer

Dr. Mark Ritter (Distinguished Research Staff - IBM Physical Sciences)

XACC: Enabling Quantum Acceleration in Classical High Performance Computing

Alex McCaskey, Travis S. Humble, Dmitry Liakh, Eugene Dumitrescu (ORNL)

Financial Portfolio Management using D-Wave Quantum Optimizer: The Case of Abu Dhabi Securities Exchange

Faisal Shah Khan (Khalifa University), Davide La Torre (University of Milan), Nada Elsokkary (Khalifa University), Joel Gottlieb (D-Wave Systems), Travis Humble, Keith Britt (ORNL)

Invited Talk: Quantum Algorithms for Linear Algebra

Dr. Tim Braje (MIT)