Thursday, September 14, 2017
Quantum Computing
3:00-4:40 in Eden Vale C1/C2
Chair: Tim Braje / MIT
2017 IEEE High Performance
Extreme Computing Conference
(HPEC ‘17)
Twenty-first Annual HPEC Conference
12 - 14 September 2017
Westin Hotel, Waltham, MA USA
Plenary Session
9:00-10:00 in Eden Vale B
Chair: Dr. Albert Reuther / MIT Lincoln Laboratory
Keynote Speaker
Intelligent Design Automation, System Optimization, and
Open Hardware
Mr. Andreas Olofsson (DARPA MTO - Program Manager)
Break
10:00-10:20
GPU & Manycore 1
10:20-12:00 in Eden Vale A1/A2
Chair: David Cousins / BBN Technologies
10:20-10:40 Towards Numerical Benchmark for Half-
Precision Floating Point Arithmetic
Piotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, Jack
Dongarra (University of Tennessee)
10:40-11:00 [Best Paper Finalist] Advanced Load
Balancing for SPH Simulations on Multi-GPU
Architectures
Kevin Verma, Kamil Szewc (Engineering Software Steyr),
Robert Wille (University Linz)
11:00-11:20 Scientific Computing Using Consumer Video-
Gaming Embedded Devices
Glenn Volkema, Gaurav Khanna (UMass Dartmouth)
11:20-11:40 Efficient and Accurate Word2Vec
Implementations in GPU and Shared-Memory Multicore
Architectures
Trevor Simonton, Gita Alaghband (University of Colorado
Denver)
11:40-12:00 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)
Big Data 1
10:20-12:00 in Eden Vale A3
Chair: Vijay Gadepally / MIT
10:20-10:40 [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)
10:40-11:00 Multiresolution Priority Queues
Jordi RosGiralt, Alan Commike, Peter Cullen, Jeff Lucovsky,
Dilip Madathil, Richard Lethin (Reservoir Labs)
11:00-11:20 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)
11:20-11:40 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)
11:40-12:00 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)
Graphs & Sparse Data 2
10:20 - 12:00 in Eden Vale C1/C2
Chair: Franz Franchetti / CMU
10:20-10:40 Invited Talk: Making Sparse Fast
Prof. Saman Amarasinghe (MIT CSAIL)
10:40-11:00 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)
11:00-11:20 Computing Structural Controllability of
Linearly-Coupled Complex Networks
Rasoul Rajaei (Northeastern University), Sadjaad Ozgoli
(Tarbiat Modares University)
11:20-11:40 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)
11:40-12:00 OSCAR: Optimizing SCrAtchpad Reuse for
Graph Processing
Shreyas Singapura, Ajitesh Srivastava (USC), Rajgopal
Kannan (ARL), Viktor Prasanna (USC)
Lunch; View Posters and Demos
12:00-1:00 in Eden Vale Foyer
[Graph Challenge Innovation Award] An Ensemble
Framework for Detecting Community Changes in
Dynamic Networks
Timothy La Fond, Geoffrey Sanders, Christine Klymko, Van
Emden Henson (LLNL)
[Graph Challenge Innovation Award] Quickly Finding a
Truss in a Haystack
Oded Green, James Fox, Euna Kim (Georgia Tech), Federico
Busato, Nicola Bombieri (Univ Verona), Kartik Lakhotia, Shijie
Zhou, Shreyas Singapura, Hanqing Zeng, Rajgopal Kannan,
Viktor Prasanna (USC), David Bader (Georgia Tech)
[Graph Challenge Student Innovation Award] Parallel k-
Truss Decomposition on Multicore Systems
Humayun Kabir, Kamesh Madduri (Penn State)
[Graph Challenge Student Innovation Award]
Preconditioned Spectral Clustering for Stochastic Block
Partition Streaming Graph Challenge
David Zhuzhunashvili (UC Boulder), Andrew Knyazev
(Mitsubishi Electric Research Laboratories)
[Graph Challenge Student Innovation Award] Design and
Implementation of Parallel PageRank on Multicore
Platforms
Shijie Zhou, Kartik Lakhotia, Shreyas G. Singapura, Hanqing
Zeng, Rajgopal Kannan, Viktor Prasanna (USC), James Fox,
Eun Kim, Oded Green, David Bader (Georgia Tech)
[Graph Challenge Honorable Mention] Distributed
Triangle Counting in the Graphulo Matrix Math Library
Dylan Hutchison (University of Washington)
[Graph Challenge Honorable Mention] First Look: Linear
Algebra-Based Triangle Counting without Matrix
Multiplication
Tze Meng Low, Varun Nagaraj Rao, Matthew Lee, Doru
Popovici, Franz Franchetti (CMU), Scott McMillan (SEI)
[Graph Challenge Honorable Mention] Scalable
Stochastic Block Partition
Ahsen Uppal (GWU), Guy Swope (Raytheon), and H. Howie
Huang (GWU)
[Graph Challenge Honorable Mention] Superstrider
Associative Array Architecture
Erik DeBenedictis, Jeanine Cook (Sandia), Sriseshan
Srikanth, Thomas Conte (Georgia Tech)
[Graph Challenge Honorable Mention] Triangle Counting
Via Vectorized Set Intersection
Shahir Mowlaei (University of Pittsburgh)
[Graph Challenge Honorable Mention] Collaborative (CPU
+ GPU) Algorithms for Triangle Counting and Truss
Decomposition on the Minsky Architecture
Ketan Date, Keven Feng, Rakesh Nagi (UIUC), Jinjun Xiong
(IBM), Nam Sung Kim, Wen-Mei Hwu (UIUC)
Teraflop FFT computation for OFDM using GPGPU
Selcuk Keskin, Taskin Kocak (Bahcesehir University)
An efficient parallel implementation of 3D-FFT on GPU
Selcuk Keskin (Bahcesehir University), Ertunc Erdil (Sabanci
University), Taskin Kocak (Bahcesehir University)
iRODS Networking Performance: Simulating A High-
Bandwidth, High-Latency Use Case
Terrell G. Russell, Jason M. Coposky, Benjamin Keller
(RENCI)
Microclimate-Based Predictive Weather Station Platform:
A Case Study for Frost Forecast
Aekyeung Moon, Ki Young Moon (ETRI), Seung Woo Son
(UMass Lowell)
Towards an Energy-Efficient Cache Architecture for
Extreme-Scale Systems
Abdulrahman Alshegaifi, Chun-Hsi Huang (University of
Connecticut)
An Empirical Comparison Between Autoencoders and
Traditional Dimensionality Reduction Methods
Quentin Fournier, Daniel Aloise (Polytechnique Montreal)
GPU & Manycore 2
1:00-2:40 in Eden Vale A1/2
Chair: James Lebak / Mathworks
1:00-1:20 WCET Analysis of the Shared Data Cache in
Integrated CPU-GPU Architectures
Yijie Huangfu, Wei Zhang (Virginia Commonwealth University)
1:20-1:40 [Best Paper Finalist] Exploiting Half Precision
Arithmetic in NVIDIA GPUs
Nhut-Minh Ho, Weng-Fai Wong (National University of
Singapore)
1:40-2:00 Ultra-High Fidelity Radio Frequency
Propagation Modeling Using Distributed High
Performance Graphical Processing Units
Mark Barnell (AFRL), Nathan Stokes, Jason Steeger (SRC)
2:00-2:20 GPU Accelerated Gigabit Level BCH and LDPC
Concatenated Coding System
Selcuk Keskin, Taskin Kocak (Bahcesehir University)
Big Data 2
1:00-2:40 in Eden Vale A3
Chair: Sanjeev Mohindra / MIT
1:00-1:20 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)
1:20-1:40 Accelerating Big Data Applications Using
Lightweight Virtualization Framework on Enterprise Cloud
Janki Bhimani, Zhengyu Yang, Miriam Leeser, Ningfang Mi
(Northeastern University)
1:40-2:00 Real-Time Regex Matching With Apache Spark
Sean Deaton, David Brownfield, Leonard Kosta, Zhaozhong
Zhu, Suzanne Matthews (West Point)
2:00-2:20 FastID: Extremely Fast Forensic DNA
Comparisons
Darrell Ricke (MIT Lincoln Laboratory)
2:20-2:40 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)
Resilient Computing
1:00-2:40 in Eden Vale C1/C2
Chair: Brian Sroka / MITRE
1:00-1:20 Lossy Compression on IoT Big Data by
Exploiting Spatiotemporal Correlation
Aekyeung Moon, Jaeyoung Kim (ETRI), Jialing Zhang, Seung
Woo Son (UMass Lowell)
1:20-1:40 PACE: Proactively-Secure Accumulo with
Cryptographic Enforcement
Scott Ruoti, Ben Kaiser, Ariel Hamlin, Cassandra Sparks,
Robert Cunningham (MIT Lincoln Laboratory)
1:40-2:00 High-Performance Low-Energy Implementation
of Cryptographic Algorithms on a Programmable SoC for
IoT Devices
Boyou Zhou, Manuel Egele, Ajay Joshi (Boston University)
2:00-2:20 Invited Talk
Bridging System Functionality and Cybersecurity
Dr. Michael Vai (MIT Lincoln Laboratory)
Break
2:40-3:00
Innovation in Industry
3:00-4:40 in Eden Vale A1/A2
Chair: TBD
3:00-3:20 Invited Talk
Real, Industrial Use-Cases for HPEC
Dr. Masako Yamada (Manager - GE Global Research)
3:20-3:40 Invited Talk
Sparse and Random vs HPC Architecture
Dr. Josh Fryman (Intel - Senior Principal Engineer &
Engineering Manager)
3:40-4:00 Invited Talk
Convergence of Machine Learning, Big Data, and
Supercomputing
Dr. Jeremy Kepner (MIT Lincoln Laboratory Fellow; Founder
Lincoln Laboratory Supercomputing Center)
Networks & Storage
3:00-4:40 in Eden Vale C3
Chair: Brian Sroka / MITRE
3:00-3:20 Hybrid Flash Arrays for HPC storage systems
Torben Kling Petersen, John Bent (Seagate)
3:20-3:40 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)
3:40-4:00 Software-Defined Extreme Scale Networks for
Bigdata Applications
Haitham Ghalwash, Chun-Hsi Huang (University of
Connecticut)
4:00-4:20 Model-Based Compute Orchestration for
Resource-Constrained Repeating Flows
Nazario Irizarry (MITRE)
3:00-3:20 Invited Talk
Heuristic Quantum Variational Algorithms on a Small
Quantum Computer
Dr. Mark Ritter (Distinguished Research Staff - IBM Physical
Sciences)
3:20-3:40 XACC: Enabling Quantum Acceleration in
Classical High Performance Computing
Alex McCaskey, Travis S. Humble, Dmitry Liakh, Eugene
Dumitrescu (ORNL)
3:40-4:00 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)
4:00-4:20 Invited Talk
Quantum Algorithms for Linear Algebra
Dr. Tim Braje (MIT)
Wrap Up
4:40-5:10 in Eden Vale B
Chair: Albert Reuther / MIT Lincoln Laboratory