Tuesday, September 15
OMG VSIPL (1pm-5pm)[Alcot]
Organizers: Prof. Tony Skjellum (Director - Auburn University Cyber Research Center)
Tutorial: Mathematics of Big Data (1pm-5pm)[Levermore]
Instructors: Dr. Jeremy kepner (MIT) & Mr. Hayden Jansen (MIT)
Tutorial: Introduction to FPGA Programming (1pm-5pm)[Cambridge]
Instructors: Dr. Cherif Chibane (MIT)
Tutorial: Parallel Programming with OpenMP (1pm-5pm)[Garfield]
Instructor: Dr. Tim Mattson (Principal Engineer - Intel)
Wednesday, September 16 Morning
Plenary Session (9:00-10:00)[Eden Vale B]
Chair: Bob Bond / MIT Lincoln Laboratory (9:00)
Keynote Speaker:
Delivering an Exascale Ecosystem for Science
Dr. Jeff Nichols (Associate Director - Oak Ridge National Laboratory)
Break (10:00-10:20)
Advanced ASIC & FPGA Technologies (10:20-12:00)[Eden Vale A1]
Chair: David Cousins / BBN
[Best Student Paper Finalist] Hardware-Efficient Compressed Sensing Encoder Designs for ECG
Jiayi Sheng, Chen Yang, Martin C. Herbordt
Boston University
Coarse Grain Reconfigurable ASIC through Multiplexer Based Switches
Karen Gettings, Marc Burke, Jeremy Muldavin, Michael Vai
MIT Lincoln Laboratory
Performance and Productivity Evaluation of Hybrid-Threading HLS versus HDLs - presentation
Gongyu Wang, Herman Lam, Alan George, University of Florida
Glen Edwards, Convey Computer Corporation
Aparapi-UCores: A High Level Programming Framework for Unconventional Cores - presentation
Oren Segal, Philip Colangelo, Nasibeh Nasiri, Zhuo Qian, Martin Margala
University of Massachusetts Lowell
High Performance User Space Sockets on Low Power System on a Chip Platforms
Catherine H. Crawford, Piotr Padkowski, Tomasz Baranski, Angela Czubak, Łukasz Raszka
IBM Research
Intel Science & Technology Center on Big Data (10:20-12:00)[Eden Vale C1]
Chair: Tim Mattson / Intel
Invited Talk: The Future of Big Data: Polystore in BigDAWG
Dr. Tim Mattson (Principal Engineer - Intel)
Invited Talk
Prof. Tim Kraska (Dept of Computer Science - Brown)
Invited Talk: Sparse Matrix Multiply with Julia and TileDB
Dr. Stavros Papadopoulos (Senior Research Scientist - Intel)
Invited Talk: ForeCache: Dynamic Prefetching of Data Tiles for Interactive Visualization
Ms. Leilani Battle (MIT CSAIL)
Invited Talk: Integrating Query Processing with Parallel Languages
Mr. Brandon Myers (Dept of Computer Science - University of Washington)
Lunch; View Posters and Demos (12:00-1:00)[Emerson]
An Evaluation of CUDA Unified Memory Access on NVIDIA Tegra K1
John Joseph, Boston University
Kurt Keville, MIT
A Tag Based Vector Reduction Circuit
Ming Wei, Yi-hua Huang
Sun Yat-sen University
Accelerating Laue Depth Reconstruction Algorithm With CUDA
Yue Ke, Nicholas Schwarz, Jonathan Z. Tischler
Argonne National Lab
Shamjith K V, Mangala N, Prahlada Rao BB, Sarat Chandra Babu N
Centre for Development of Advanced Computing
Program Fracture and Recombination for Efficient Automatic Code Reuse
Peter Amidon, Eli Davis, Stelios Sidiroglou-Douskos, Martin Rinard
MIT Computer Science & AI Laboratory
Using Deep Convolutional Networks for Occlusion Edge Detection in RGB-D Frames
Soumik Sarkar, Iowa State University
Vivek Venugopalan, Kishore Reddy, Michael Giering, Julian Ryde, UTRC
Navdeep Jaitly, Google
Accelerating the Distributed Simulations of Agent-Based Models using Community Detection
Antoniya Petkova, Sumit Jha, Narsingh Deo, Charles Hughes, University of Central Florida
Martin Dimitrov, Intel Corporation
Wednesday, September 16 Afternoon
Manycore Computing 1 (1:00-2:40)[Eden Vale A1]
Chair: Patrick Dreher / MIT
[Best Paper Finalist] Boosting Irregular Array Reductions through In-lined Block-ordering on Fast Processors - presentation
Jan Ciesko, Sergi Mateo, Xavier Teruel, Vicenc Beltran, Xavier Martorell, Jesus Labarta
Barcelona Supercomputing Center
[Best Paper Finalist] MAGMA Embedded: Towards a Dense Linear Algebra Library for Energy Efficient Extreme Computing
Azzam Haidar, Stanimire Tomov, Piotr Luszczek, Jack Dongarra
University of Tennessee Knoxville
[Best Paper Finalist] Optimizing Space Time Adaptive Processing Through Accelerating Memory-bounded Operations - presentation
Tze Meng Low, Qi Guo, Franz Franchetti
Carnegie Mellon University
[Best Student Paper Finalist] A Near-Real-Time, Parallel and Distributed Adaptive Object Detection and Re-training Framework based on AdaBoost Algorithm - presentation
Munther Abualkibash, Ausif Mahmood, Saeid Moslehpour
University of Bridgeport
Implementing Image Processing Algorithms for the Epiphany Many-Core Coprocessor with Threaded MPI
James Ross, U.S. Army Research Laboratory
David Richie, Brown Deer Technology
Song Park, U.S. Army Research Laboratory
Dale Shires, U.S. Army Research Laboratory
Extreme Form Factors (1:00-2:40) [Eden Vale A3]
Chair: Ken Gregson / MIT Lincoln Laboratory
Invited Talk: SpaceVPX Embedded Computing to Meet the Demands of Space
Dr. Charles Patrick Collier (Air Force Research Laboratory)
Prof. Sertac Karaman (Dept of Aero/Astro - MIT)
Invited Talk: The IEEE Rebooting Computing Initiative
Prof. Tom Conte (Georgia Tech - President IEEE Computer Society)
Invited Talk: Standards to Facilitate Open Architecture and a COTS Ecosystem
Mr. Greg Rocco / MIT Lincoln Laboratory
Dave Tremper / Office of Naval Research
Agile Condor: A Scalable High Performance Embedded Computing Architecture - presentation
Mark Barnell, Courtney Raymond, Air Force Research Lab
Christopher Capraro, Darrek Isereau, SRC
Graph & Sparse Data 1 (1:00-2:40)[Eden Vale C1]
Chair: Richard Lethin / Reservoir
Invited Talk: Faster Parallel Graph BLAS Kernels and New Graph Algorithms in Matrix Algebra
Dr. Aydin Buluc (Research Scientist - Lawrence Berkeley National Lab)
[Best Student Paper Finalist] Graphulo Implementation of Server-Side Sparse Matrix Multiply in the Accumulo Database - presentation
Dylan Hutchison, University of Washington
Jeremy Kepner, Vijay Gadepally, MIT Lincoln Laboratory
Adam Fuchs, Sqrrl
An Accelerated Procedure for Hypergraph Coarsening on the GPU - presentation
Lin Cheng, Hyunsu Cho, Peter Yoon
Trinity College
[Best Paper Finalist] A Task-Based Linear Algebra Building Blocks Approach for Scalable Graph Analytics - presentation
Michael M. Wolf, Jonathan W. Berry, Dylan T. Stark
Sandia
Sampling Large Graphs for Anticipatory Analytics - presentation
Lauren Edwards, Luke Johnson, Maja Milosavljevic, Vijay Gadepally, Benjamin A. Miller
MIT Lincoln Laboratory
Break (2:40-3:00)
Manycore Computing 2 (3:00-4:40)[Eden Vale A1]
Chair: David Cousins / BBN
Heterogeneous Work-stealing across CPU and DSP cores
Vivek Kumar, Alina Sbîrlea, Zoran Budimlic, Deepak Majeti, Vivek Sarkar
Rice University
Achieving Low Latency, Reduced Memory Footprint and Low Power Consumption with Data Streaming - presentation
Olivier Bockenbach, ContextVision
Murtaza Ali, Texas Instruments
Ian Wainwright, High Performance Consulting
Mark Nadeski, Texas Instruments
Embedded Second-Order Cone Programming with Radar Applications
Paul Mountcastle, Tom Henretty, Aale Naqvi, Richard Lethin
Reservoir Labs
Efficient Parallelization of Path Planning Workload on Single-chip Shared-memory Multicores - presentation
Masab Ahmad, Omer Khan
University of Connecticut
Monte Carlo Simulations on Intel Xeon Phi: Offload and Native Mode
Bryar M. Shareef, Elise de Doncker
Western Michigan University
Graphs & Sparse Data 2 (3:00-4:40)[Eden Vale C1]
Chair: Michael Wolf / Sandia
Invited Talk: Graph Programming Interface
Dr. José Moreira
Distinguished Research Staff Member, IBM Thomas J. Watson Research Center
Improving the Performance of Graph Analysis Through Partitioning with Sampling - presentation
Michael M. Wolf, Sandia
Benjamin A. Miller, MIT Lincoln Laboratory
Optimization of Symmetric Tensor Computations - presentation
Jonathon Cai, Yale
Muthu Baskaran, Benoît Meister, Richard Lethin, Reservoir Labs
Using a Power Law Distribution to Describe Big Data
Vijay Gadepally, Jeremy Kepner
MIT Lincoln Laboratory
Invited Talk: Photonically-Optimized Graph Processors
Dr. Jag Shah (Senior Scientist - IDA)
Best Student Paper Award Presentation (4:40) [Eden Vale B]
Chair: Brian Sroka / MITRE
Best Paper Award Presentation (4:50) [Eden Vale B]
Chair: Jeremy Kepner / MIT Lincoln Laboratory
Reception; View Posters and Demos; Attend BoFs (5:00-8:00)[Emerson & Foyer & Eden Vale]
High Performance Storage (6:00-7:00) [Eden Vale A1]
Chair: Torben Petersen / Seagate
MGHPCC BoF (6:00-7:00) [Eden Vale A2]
Chair: Chris Hill / MIT EAPS
System-on-Chip (6:00-7:00) [Eden Vale A3]
Chair: Kurt Keville / MIT ISN
GraphBLAS BoF (6:00-7:00) [Eden Vale C1]
Chair: Aydin Buluc / LBL
SciDB BoF (6:00-7:00) [Eden Vale C2]
Chair: Marilyn Matz / Paradigm4
Accumulo BoF (6:00-7:00) [Eden Vale C3] unconfirmed
Chair: Adam Fuchs / Sqrrl
Demos:
Thursday September 17 Morning
Plenary Session (9:00-10:00) [Eden Vale B]
Chair: Dr. Albert Reuther / MIT Lincoln Laboratory (9:00)
Keynote Speaker:
The Emerging Field of Performance Engineering
Prof. Charles Leiserson (ACM/AAAS/SIAM Fellow - MIT CSAIL)
Break (10:00-10:20)
Resilient/Secure/Parallel Computing 1 (10:20-12:00)[Eden Vale A3]
Chair: Franz Franchetti/ CMU
Invited Talk: Internet-of-Things Security and Forensics - A New Frontier of Risk and Reward
Prof. Tony Skjellum (Director - Auburn University Cyber Research Center)
Enabling Application Resilience through Programming Model based Fault Amelioration
Saurabh Hukerikar, Pedro C. Diniz, Robert F. Lucas
University of Southern California
Secure Architecture for Embedded Systems
Michael Vai, Ben Nahill, Josh Kramer, Michael Geis, Dan Utin, David Whelihan, Roger Khazan
MIT Lincoln Laboratory
DDR Memory Errors caused by Row Hammer - presentation
Barbara Aichinger
FuturePlus Systems Corporation
Invited Talk: Kickstarting Parallel Computing for the Masses
Mr. Andreas Olofsson (CEO Adapteva)
Bioinformatics & Big Data 1 (10:20-12:00) [Eden Vale C1]
Chairs: Prof. John Quackenbush (Harvard Dept of Biostatistics) & Prof. Wei Ding (Director - Knowledge Discovery Lab U.Mass Boston)
Invited Talk: Apache Spark - In Memory Big Data Analytics
Prof. Matei Zaharia (MIT CSAIL - Founder DataBricks)
Invited Talk: Pfizer's Computing Infrastructure for Molecular Design: use of HPC, the Cloud, and Service-Oriented Architecture
Dr. Enoch Huang (Head of Computational Sciences Pfizer)
DAWN: Rapid Larse-Scale Protein Multiple Sequence Alignment and Conservation Analysis - presentation
Darrell O. Ricke, Anna Shcherbina
MIT Lincoln Laboratory
Invited Talk: Discovering Disease Subtypes from Data
Prof. Jennifer Dy (Dept of Electrical and Computer Engineering - Northeastern)
Invited Talk: High Performance Computing in RNA Bioinformatics
Prof. Peter Clote (Dept of Biology - Boston College)
Lunch; View Posters and Demos (12:00-1:00)[Emerson]
Thursday September 17 Afternoon
GPU 1 (1:00-2:40) [Eden Vale A1]
Chair: Dan Campbell / GTRI
Sorting Sixteen Numbers
Ming Ouyang
University of Massachusetts Boston
GPU Acceleration of Iterative Physical Optics-based Electromagnetic Simulations
Vivek Venugopalan, Cagatay Tokgoz
UTRC
An Energy-Efficient Abstraction for Simultaneous Breadth-First Searches - presentation
Adam McLaughlin Jason Riedy David A. Bader
Georgia Institute of Technology
Accelerating K-Means Clustering with Parallel Implementations and GPU computing - presentation
Janki Bhimani, Miriam Leeser, Ningfang Mi
Northeastern University
Resilient/Secure/Parallel Computing 2 (1:00-2:40)[Eden Vale A3]
Chair: David Cousins / BBN
Atomic-Delayed Execution: A Concurrent Programming Model for Incomplete Graph-based Computations - presentation
Pedro C. Diniz
University of Southern California
Leakage Evaluation on Power Balance Countermeasure Against Side-Channel Attack on FPGAs - presentation
Xin Fang, Pei Luo, Yunsi Fei, and Miriam Leeser
Northeastern University
Parallel Vectorized Algebraic AES in MATLAB for Rapid Prototyping of Encrypted Sensor Processing Algorithms and Database Analytics - presentation
Jeremy Kepner, Vijay Gadepally, Braden Hancock, Peter Michaleas, Elizabeth Michel, Mayank Varia
MIT Lincoln Laboratory
Big Data Strategies for Data Center Infrastructure Management Using a 3D Gaming Platform
Matthew Hubbell, Andrew Moran, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Vijay Gadepally, Peter Michaleas, Julie Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Charles Yee, Jeremy Kepner
MIT Lincoln Laboratory
Bioinformatics & Big Data 2 (1:00-2:40)[Eden Vale C1]
Chair: Don Peck / General Electric
D4M: Bringing Associative Arrays to Database Engines
Vijay Gadepally, Jeremy Kepner, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Lauren Edwards, Matthew Hubbell, Peter Michaleas, Julie Mullen, Andrew Prout, Antonio Rosa, Charles Yee, Albert Reuther
MIT Lincoln Laboratory
[Best Student Paper Finalist] Improving Big Data Visual Analytics with Interactive Virtual Reality
Andrew Moran, MIT Dept. of Electrical Engineering and Computer Science
Vijay Gadepally, Matthew Hubbell, Jeremy Kepner, MIT Lincoln Laboratory
Biomedical Relation Extraction Using Stochastic Difference Equations
Carl Tony Fakhry, Kourosh Zarringhalam, Ping Chen
University of Massachusetts Boston
High Performance Computing of Gene Regulatory Networks using a Message-Passing Model
Kimberly Glass, Brigham and Women’s Hospital and Harvard Medical School
John Quackenbush, Dana-Farber Cancer Institute and Harvard School of Public Health
Jeremy Kepner, MIT Lincoln Laboratory
Lustre, Hadoop, Accumulo - presentation
Jeremy Kepner, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Lauren Edwards, Vijay Gadepally, Matthew Hubbell, Peter Michaleas, Julie Mullen, Andrew Prout, Antonio Rosa, Charles Yee, Albert Reuther
MIT Lincoln Laboratory
Break (2:40-3:00)
GPU 2 (3:00-4:40)[Eden Vale A1]
Chair: Hahn Kim / Lockheed Martin
Algorithm Flattening: Complete branch elimination for GPU requires a paradigm shift from CPU thinking
Lucas Vespa, Alexander Bauman, Jenny Wells
University of Illinois Springfield
GPU Implementation of Reverse Coordinate Conversion for Proteins - presentation
Mahsa Bayati, Jaydeep P. Bardhan, Miriam Leeser
Northeastern University
Bisection and Twisted SVD on GPU - presentation
Lu He, Yan Luo, University of Massachusetts Lowell
Rui Liu, Wake Forest University
Hengyong Yu, Yu Cao, University of Massachusetts Lowell
Xuzhou Chen, Fitchburg State University
Seung Woo Son, University of Massachusetts Lowell
GPU accelerated geometric multigrid method: comparison with preconditioned conjugate gradient
Iulian Stroia, Lucian Itu, Cosmin Niţă, Laszlo Lazăr, Constantin Suciu
Siemens
Matthias Beebe, Matthew Alexander, Paul Foley, Denise Galejs, Stephen Mooney, Iulian Popescu, Kevin Rottman, Meryl Stav
MIT Lincoln Laboratory
Resilient/Secure/Parallel Computing 3 (3:00-4:40) [Eden Vale A3]
Chair: Patrick Dreher / MIT
Automatic Cluster Parallelization and Minimizing Communication via Selective Data Replication - presentation
Sanket Tavarageri, Benoit Meister, Muthu Baskaran, Benoit Pradelle, Tom Henretty, Athanasios Konstantinidis, Ann Johnson, Richard Lethin
Reservoir Labs
Enabling On-Demand Database Computing with MIT SuperCloud Database Management System
Andrew Prout, Jeremy Kepner, Peter Michaleas, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Lauren Edwards, Vijay Gadepally, Matthew Hubbell, Julie Mullen, Antonio Rosa, Charles Yee, Albert Reuther
MIT Lincoln Laboratory
FIDES: Enhancing Trust in Reconfigurable Based Hardware Systems
Effective Parallelization Strategies for Scalable, High Performance Radio Frequency Ray Tracing - presentation
Christiaan Gribble, Jefferson Amstutz
SURVICE Engineering Company
Devu Manikantan Shila, Vivek Venugopalan, UTRC
Cameron Patterson, Virginia Tech
Bioinformatics & Big Data 3 (3:00-4:40)[Eden Vale C1]
Chair: Chansup Byun / MIT Lincoln Laboratory
Hierarchical Clustering and K-means Analysis of HPC Application Kernels Performance Characteristics
M.L. Grodowitz, Sarat Sreepathi
Oak Ridge National Lab
Multi-modal Sensor Registration for Vehicle Perception via Deep Neural Networks
Michael Giering, Vivek Venugopalan, Kishore Reddy
UTRC
A Signals Processing and Big Data Framework for Monte Carlo Aircraft Encounters
Andrew Weinert
MIT Lincoln Laboratory
A Cloud-based approach to Big Graphs - presentation
Paul Burkhardt, Chris Waring