Publications (81)
Database Operations in D4M.jl
Lauren Milechin, Vijay Gadepally, Jeremy Kepner
Computing on Masked Data to improve the Security of Big Data
Vijay Gadepally, Braden Hancock, Benjamin Kaiser +4
Constructing Adjacency Arrays from Incidence Arrays
Hayden Jananthan, Karia Dibert, Jeremy Kepner
Parallel Vectorized Algebraic AES in MATLAB for Rapid Prototyping of Encrypted Sensor Processing Algorithms and Database Analytics
Jeremy Kepner, Vijay Gadepally, Braden Hancock +3
Benchmarking the Graphulo Processing Framework
Timothy Weale, Vijay Gadepally, Dylan Hutchison +1
Design, Generation, and Validation of Extreme Scale Power-Law Graphs
Jeremy Kepner, Siddharth Samsi, William Arcand +18
Linear Systems over Join-Blank Algebras
Hayden Jananthan, Suna Kim, Jeremy Kepner
Non-Negative Matrix Factorization Test Cases
Connor Sell, Jeremy Kepner
Enabling On-Demand Database Computing with MIT SuperCloud Database Management System
Andrew Prout, Jeremy Kepner, Peter Michaleas +11
MIT SuperCloud Portal Workspace: Enabling HPC Web Application Deployment
Andrew Prout, William Arcand, David Bestor +13
Interactive Launch of 16,000 Microsoft Windows Instances on a Supercomputer
Michael Jones, Jeremy Kepner, Bradley Orchard +16
Associative Array Model of SQL, NoSQL, and NewSQL Databases
Jeremy Kepner, Vijay Gadepally, Dylan Hutchison +4
Scheduler Technologies in Support of High Performance Data Analysis
Albert Reuther, Chansup Byun, William Arcand +8
Neural Network Topologies for Sparse Training
Ryan A. Robinett, Jeremy Kepner
Benchmarking SciDB Data Import on HPC Systems
Siddharth Samsi, Laura Brattain, William Arcand +16
Absorption Line Signatures of Gas in Mini Dark Matter Halos
Jeremy Kepner, Todd Tripp, Tom Abel +1
GraphChallenge.org: Raising the Bar on Graph Analytic Performance
Siddharth Samsi, Vijay Gadepally, Michael Hurley +9
Performance Measurements of Supercomputing and Cloud Storage Solutions
Michael Jones, Jeremy Kepner, William Arcand +10
AI Enabling Technologies: A Survey
Vijay Gadepally, Justin Goodwin, Jeremy Kepner +5
300x Faster Matlab using MatlabMPI
Jeremy Kepner, Stan Ahalt
Polystore Mathematics of Relational Algebra
Hayden Jananthan, Ziqi Zhou, Vijay Gadepally +3
Using a Power Law Distribution to describe Big Data
Vijay Gadepally, Jeremy Kepner
D4M 3.0
Lauren Milechin, Alexander Chen, Vijay Gadepally +3
pMatlab Parallel Matlab Library
Nadya Bliss, Jeremy Kepner
Streaming Graph Challenge: Stochastic Block Partition
Edward Kao, Vijay Gadepally, Michael Hurley +9
Associative Arrays: Unified Mathematics for Spreadsheets, Databases, Matrices, and Graphs
Jeremy Kepner, Julian Chaidez, Vijay Gadepally +1
MatlabMPI
Jeremy Kepner, Stan Ahalt
The Delayed Formation of Dwarf Galaxies
Jeremy Kepner, Arif Babul, David Spergel
On Large-Scale Graph Generation with Validation of Diverse Triangle Statistics at Edges and Vertices
Geoffrey Sanders, Roger Pearce, Timothy La Fond +1
Rapid Sequence Identification of Potential Pathogens Using Techniques from Sparse Linear Algebra
Stephanie Dodson, Darrell O. Ricke, Jeremy Kepner +2
Scalable System Scheduling for HPC and Big Data
Albert Reuther, Chansup Byun, William Arcand +8
D4M 2.0 Schema: A General Purpose High Performance Schema for the Accumulo Database
Jeremy Kepner, Christian Anderson, William Arcand +11
An Automated Cluster Finder: the Adaptive Matched Filter
Jeremy Kepner, Xiaohui Fan, Neta Bahcall +3
Novel Graph Processor Architecture, Prototype System, and Results
William S. Song, Vitaliy Gleyzer, Alexei Lomakin +1
Exploiting VSIPL and OpenMP for Parallel Image Processing
Jeremy Kepner
The BigDAWG Polystore System and Architecture
Vijay Gadepally, Peinan Chen, Jennie Duggan +6
Visually Representing the Landscape of Mathematical Structures
Katherine Gravel, Hayden Jananthan, Jeremy Kepner
Standards for Graph Algorithm Primitives
Tim Mattson, David Bader, Jon Berry +16
Enabling Massive Deep Neural Networks with the GraphBLAS
Jeremy Kepner, Manoj Kumar, José Moreira +3
Achieving 100,000,000 database inserts per second using Accumulo and D4M
Jeremy Kepner, William Arcand, David Bestor +10
Benchmarking Data Analysis and Machine Learning Applications on the Intel KNL Many-Core Processor
Chansup Byun, Jeremy Kepner, William Arcand +15
Graphulo Implementation of Server-Side Sparse Matrix Multiply in the Accumulo Database
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally +1
Percolation Model of Insider Threats to Assess the Optimum Number of Rules
Jeremy Kepner, Vijay Gadepally, Pete Michaleas
Static Graph Challenge: Subgraph Isomorphism
Siddharth Samsi, Vijay Gadepally, Michael Hurley +9
D4M 3.0: Extended Database and Language Capabilities
Lauren Milechin, Vijay Gadepally, Siddharth Samsi +3
A Linear Algebra Approach to Fast DNA Mixture Analysis Using GPUs
Siddharth Samsi, Brian Helfer, Jeremy Kepner +2
Genetic Sequence Matching Using D4M Big Data Approaches
Stephanie Dodson, Darrell O. Ricke, Jeremy Kepner
D4M: Bringing Associative Arrays to Database Engines
Vijay Gadepally, Jeremy Kepner, William Arcand +11
Enhancing HPC Security with a User-Based Firewall
Andrew Prout, William Arcand, David Bestor +13
Sparse Deep Neural Network Exact Solutions
Jeremy Kepner, Vijay Gadepally, Hayden Jananthan +2
From NoSQL Accumulo to NewSQL Graphulo: Design and Utility of Graph Algorithms inside a BigTable Database
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally +1
A Billion Updates per Second Using 30,000 Hierarchical In-Memory D4M Databases
Jeremy Kepner, Vijay Gadepally, Lauren Milechin +15
Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud
Vijay Gadepally, Jeremy Kepner, Lauren Milechin +14
Measuring the Impact of Spectre and Meltdown
Andrew Prout, William Arcand, David Bestor +15
Simulating Plasma Turbulence in Tokamaks
Jeremy Kepner, Scott Parker, Viktor Decyk
Lustre, Hadoop, Accumulo
Jeremy Kepner, William Arcand, David Bestor +11
Inside-out Galaxy Formation
Jeremy Kepner
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines
Jeremy Kepner, Ron Brightwell, Alan Edelman +10
Algebraic Conditions for Generating Accurate Adjacency Arrays
Karia Dibert, Hayden Jansen, Jeremy Kepner
PageRank Pipeline Benchmark: Proposal for a Holistic System Benchmark for Big-Data Platforms
Patrick Dreher, Chansup Byun, Chris Hill +3
Julia Implementation of the Dynamic Distributed Dimensional Data Model
Alexander Chen, Alan Edelman, Jeremy Kepner +2
Improving Big Data Visual Analytics with Interactive Virtual Reality
Andrew Moran, Vijay Gadepally, Matthew Hubbell +1
High Performance Computing of Gene Regulatory Networks using a Message-Passing Model
Kimberly Glass, John Quackenbush, Jeremy Kepner
BigDAWG Polystore Release and Demonstration
Kyle OBrien, Vijay Gadepally, Jennie Duggan +7
Big Data Strategies for Data Center Infrastructure Management Using a 3D Gaming Platform
Matthew Hubbell, Andrew Moran, William Arcand +11
LLMapReduce: Multi-Level Map-Reduce for High Performance Data Analysis
Chansup Byun, Jeremy Kepner, William Arcand +10
Cluster Detection in Astronomical Databases: the Adaptive Matched Filter Algorithm and Implementation
Jeremy Kepner, Rita Kim
Massively Parallel Computing of Turbulent Transport in Tokamaks
Jeremy Kepner, Scott Parker, Viktor Decyk
Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers
Julia Mullen, Albert Reuther, William Arcand +15
Scaling Big Data Platform for Big Data Pipeline
Rebecca Wild, Matthew Hubbell, Jeremy Kepner
Interfacing Interpreted and Compiled Languages to Support Applications on a Massively Parallel Network of Workstations (MP-NOW)
Jeremy Kepner, Maya Gokhale, Ron Minnich +2
A New Statistic for Redshift Surveys: the Redshift Dispersion of Galaxies
Jeremy Kepner, Frank Summers, Michael Strauss
Version 0.1 of the BigDAWG Polystore System
Vijay Gadepally, Kyle OBrien, Adam Dziedzic +7
The BigDAWG Architecture
Vijay Gadepally, Jennie Duggan, Aaron Elmore +4
A Multi-Threaded Fast Convolver for Dynamically Parallel Image Filtering
Jeremy Kepner
Computing on Masked Data: a High Performance Method for Improving Big Data Veracity
Jeremy Kepner, Vijay Gadepally, Pete Michaleas +4
High Speed Interconnects and Parallel Software Libraries: Enabling Technologies for the NVO
Jeremy Kepner
Graphulo: Linear Algebra Graph Kernels for NoSQL Databases
Vijay Gadepally, Jake Bolewski, Dan Hook +3
Big Data Dimensional Analysis
Vijay Gadepally, Jeremy Kepner
Parallel Programming with MatlabMPI
Jeremy Kepner
Using a Big Data Database to Identify Pathogens in Protein Data Space
Ashley Mae Conard, Stephanie Dodson, Jeremy Kepner +1