Jeremy Kepner

Orcid: 0000-0001-9668-2613

According to our database1, Jeremy Kepner authored at least 195 papers between 2000 and 2023.

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Bibliography

2023
Testing RadiX-Nets: Advances in Viable Sparse Topologies.
CoRR, 2023

Fuzzy Relational Databases via Associative Arrays.
CoRR, 2023

From Bits to Insights: Exploring Network Traffic, Traffic Matrices, and Heavy-Tailed Data.
CoRR, 2023

Algebraic Conditions on One-Step Breadth-First Search.
CoRR, 2023

Hypersparse Traffic Matrix Construction using GraphBLAS on a DPU.
CoRR, 2023

Are ChatGPT and Other Similar Systems the Modern Lernaean Hydras of AI?
CoRR, 2023

From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Lincoln AI Computing Survey (LAICS) Update.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023


Deployment of Real-Time Network Traffic Analysis Using GraphBLAS Hypersparse Matrices and D4M Associative Arrays.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2023



2022
AI Enabled Maneuver Identification via the Maneuver Identification Challenge.
CoRR, 2022

Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework.
CoRR, 2022

Developing a Series of AI Challenges for the United States Department of the Air Force.
CoRR, 2022

The MIT Supercloud Workload Classification Challenge.
CoRR, 2022

GraphBLAS on the Edge: High Performance Streaming of Network Traffic.
CoRR, 2022

New Phenomena in Large-Scale Internet Traffic.
CoRR, 2022

Zero Botnets: An Observe-Pursue-Counter Approach.
CoRR, 2022

Keynote Talk: Large Scale Parallel Sparse Matrix Streaming Graph/Network Analysis.
Proceedings of the SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11, 2022




AI and ML Accelerator Survey and Trends.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Large Scale Enrichment and Statistical Cyber Characterization of Network Traffic.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022


Python Implementation of the Dynamic Distributed Dimensional Data Model.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022



A Progress Report on DBOS: A Database-oriented Operating System.
Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

Graphulo: Linear Algebra Graph Kernels.
Proceedings of the Massive Graph Analytics, 2022



2021
DBOS: A DBMS-oriented Operating System.
Proc. VLDB Endow., 2021

Naming Schema for a Human Brain-Scale Neural Network.
CoRR, 2021

Mathematics of Digital Hyperspace.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Hybrid Power-Law Models of Network Traffic.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Supercomputing Enabled Deployable Analytics for Disaster Response.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Maneuver Identification Challenge.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021


AI Accelerator Survey and Trends.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Realizing Forward Defense in the Cyber Domain.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Improved Compression for Word Embeddings by Scaling Principal Components.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021


Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs.
Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021


2020
DBOS: A Proposal for a Data-Centric Operating System.
CoRR, 2020

Fast Mapping onto Census Blocks.
CoRR, 2020

Technical Report: Developing a Working Data Hub.
CoRR, 2020

AI Data Wrangling with Associative Arrays.
CoRR, 2020

75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Benchmarking network fabrics for data distributed training of deep neural networks.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

GraphChallenge.org Triangle Counting Performance.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Survey of Machine Learning Accelerators.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Layer-Parallel Training with GPU Concurrency of Deep Residual Neural Networks via Nonlinear Multigrid.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020



GraphChallenge.org Sparse Deep Neural Network Performance.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Accuracy and Performance Comparison of Video Action Recognition Approaches.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Homomorphic Encryption Based Secure Sensor Data Processing.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Best of Both Worlds: High Performance Interactive and Batch Launching.
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

A Polystore Based Database Operating System (DBOS).
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020

2019
AI Enabling Technologies: A Survey.
CoRR, 2019

New Phenomena in Large-Scale Internet Traffic.
CoRR, 2019

Scaling Big Data Platform for Big Data Pipeline.
CoRR, 2019

A Billion Updates per Second Using 30, 000 Hierarchical In-Memory D4M Databases.
CoRR, 2019

RadiX-Net: Structured Sparse Matrices for Deep Neural Networks.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

RedisGraph GraphBLAS Enabled Graph Database.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Optimizing the Visualization Pipeline of a 3-D Monitoring and Management System.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Survey and Benchmarking of Machine Learning Accelerators.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019


Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Hypersparse Neural Network Analysis of Large-Scale Internet Traffic.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Sparse Deep Neural Network Graph Challenge.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Large Scale Parallelization Using File-Based Communications.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Optimizing Xeon Phi for Interactive Data Analysis.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Training Behavior of Sparse Neural Network Topologies.
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018
Scalable system scheduling for HPC and big data.
J. Parallel Distributed Comput., 2018

IBM POWER9 and cognitive computing.
IBM J. Res. Dev., 2018

Pruned and Structurally Sparse Neural Networks.
CoRR, 2018

Uncertainty Propagation in Deep Neural Networks Using Extended Kalman Filtering.
CoRR, 2018

Neural Network Topologies for Sparse Training.
CoRR, 2018

Database Operations in D4M.jl.
CoRR, 2018

Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers.
Proceedings of the High Performance Computing, 2018

On Large-Scale Graph Generation with Validation of Diverse Triangle Statistics at Edges and Vertices.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Design, Generation, and Validation of Extreme Scale Power-Law Graphs.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Large-Scale Bayesian Kinship Analysis.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

GraphChallenge.org: Raising the Bar on Graph Analytic Performance.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Interactive Supercomputing on 40, 000 Cores for Machine Learning and Data Analysis.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018


Database Operations in D4M.j1.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Sparse Deep Neural Network Exact Solutions.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Interactive Launch of 16, 000 Microsoft Windows Instances on a Supercomputer.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Colorization of H&E stained tissue using Deep Learning.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Learning by doing, High Performance Computing education in the MOOC era.
J. Parallel Distributed Comput., 2017

Static Graph Challenge: Subgraph Isomorphism.
CoRR, 2017

Non-Negative Matrix Factorization Test Cases.
CoRR, 2017

BigDAWG Polystore Release and Demonstration.
CoRR, 2017

D4M 3.0.
CoRR, 2017

Version 0.1 of the BigDAWG Polystore System.
CoRR, 2017

Constructing Adjacency Arrays from Incidence Arrays.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

A linear algebra approach to fast DNA mixture analysis using GPUs.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Static graph challenge: Subgraph isomorphism.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

MIT SuperCloud portal workspace: Enabling HPC web application deployment.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

D4M 3.0: Extended database and language capabilities.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Enabling massive deep neural networks with the GraphBLAS.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Streaming graph challenge: Stochastic block partition.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Performance measurements of supercomputing and cloud storage solutions.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

BigDAWG version 0.1.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Benchmarking data analysis and machine learning applications on the Intel KNL many-core processor.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Polystore mathematics of relational algebra.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Benchmarking SciDB Data Import on HPC Systems.
CoRR, 2016

The BigDAWG Architecture.
CoRR, 2016

Enforced Sparse Non-negative Matrix Factorization.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

PageRank Pipeline Benchmark: Proposal for a Holistic System Benchmark for Big-Data Platforms.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Benchmarking the graphulo processing framework.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Novel graph processor architecture, prototype system, and results.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016


Scheduler technologies in support of high performance data analysis.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Enhancing HPC security with a user-based firewall.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Associative array model of SQL, NoSQL, and NewSQL databases.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016


Scalability of VM provisioning systems.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

The BigDAWG polystore system and architecture.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Julia implementation of the Dynamic Distributed Dimensional Data Model.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

LLMapReduce: Multi-level map-reduce for high performance data analysis.
Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015
The BigDAWG Polystore System.
SIGMOD Rec., 2015

A Demonstration of the BigDAWG Polystore System.
Proc. VLDB Endow., 2015

Associative Arrays: Unified Mathematics for Spreadsheets, Databases, Matrices, and Graphs.
CoRR, 2015

Large Enforced Sparse Non-Negative Matrix Factorization.
CoRR, 2015

Computing on Masked Data to improve the Security of Big Data.
CoRR, 2015

Algebraic Conditions for Generating Accurate Adjacency Arrays.
CoRR, 2015

Using a Big Data Database to Identify Pathogens in Protein Data Space.
CoRR, 2015

Graphulo: Linear Algebra Graph Kernels for NoSQL Databases.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Graphs, Matrices, and the GraphBLAS: Seven Good Reasons.
Proceedings of the International Conference on Computational Science, 2015

Enabling on-demand database computing with MIT SuperCloud database management system.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Improving Big Data visual analytics with interactive virtual reality.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Parallel vectorized algebraic AES in Matlab for rapid prototyping of encrypted sensor processing algorithms and database analytics.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Lustre, hadoop, accumulo.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Graphulo implementation of server-side sparse matrix multiply in the Accumulo database.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Big Data strategies for Data Center Infrastructure management using a 3D gaming platform.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

High performance computing of gene regulatory networks using a message-passing model.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

D4M: Bringing associative arrays to database engines.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Using a Power Law distribution to describe big data.
Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014
Percolation Model of Insider Threats to Assess the Optimum Number of Rules.
CoRR, 2014

GABB Introduction.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Computing on masked data: a high performance method for improving big data veracity.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Achieving 100, 000, 000 database inserts per second using Accumulo and D4M.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Big data dimensional analysis.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Genetic sequence matching using D4M big data approaches.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

2013
Novel algebras for advanced analytics in Julia.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

LLSuperCloud: Sharing HPC systems for diverse rapid prototyping.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2013


D4M 2.0 schema: A general purpose high performance schema for the Accumulo database.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

2012
The Future of Scientific Data Bases.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A scalable signal processing architecture for massive graph analysis.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Dynamic distributed dimensional data model (D4M) database and computation system.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

HPC-VMs: Virtual machines in high performance computing systems.
Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Scalable cryptographic authentication for high performance computing.
Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Large scale network situational awareness via 3D gaming technology.
Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Driving big data with big compute.
Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

2011
Linear Algebraic Notation and Definitions.
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Visualizing Large Kronecker Graphs.
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Fundamental Questions in the Analysis of Large Graphs.
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

The Kronecker Theory of Power Law Graphs.
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Subgraph Detection.
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Graphs and Matrices.
Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

2009
Rapid prototyping of radar algorithms [Applications Corner].
IEEE Signal Process. Mag., 2009

High-Productivity Software Development with pMatlab.
Comput. Sci. Eng., 2009

Automatic registration of LIDAR and optical images of urban scenes.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Parallel MATLAB - for Multicore and Multinode Computers.
Software, environments, tools 21, SIAM, ISBN: 978-0-89871-673-3, 2009

2008
Multicore programming in pMatlab using distributed arrays.
Proceedings of the 6th International Workshop on Challenges of Large Applications in Distributed Environments, 2008

2007
Preface.
Int. J. High Perform. Comput. Appl., 2007

'pMATLAB Parallel MATLAB Library'.
Int. J. High Perform. Comput. Appl., 2007

pMATLAB: Parallel MATLAB Library for Signal Processing Applications.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
99% utilization - Is 99% utilization of a supercomputer a good thing?
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

S12 - The HPC Challenge (HPCC) benchmark suite.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

High productivity - High productivity computing and usable petascale systems.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

HPC challenge - The 2006 HPC challenge awards.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

2005
Parallel VSIPL++: An Open Standard Software Library for High-Performance Parallel Signal Processing.
Proc. IEEE, 2005

Automatic Parallelization with pMapper.
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

Parallel Out-of-Core Matlab for Extreme Virtual Memory.
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

2004
MatlabMPI.
J. Parallel Distributed Comput., 2004

High Performance Computing Productivity Model Synthesis.
Int. J. High Perform. Comput. Appl., 2004

HPC Productivity: An Overarching View.
Int. J. High Perform. Comput. Appl., 2004

2003
A multi-threaded fast convolver for dynamically parallel image filtering.
J. Parallel Distributed Comput., 2003

Cluster Detection in Databases: The Adaptive Matched Filter Algorithm and Implementation.
Data Min. Knowl. Discov., 2003

2001
Embedded/Real-Time Systems.
Int. J. High Perform. Comput. Appl., 2001

Software fault recovery for real-time signal processing on massively parallel computers.
Proceedings of the Tenth SIAM Conference on Parallel Processing for Scientific Computing, 2001

PVL: An Object Oriented Software Library for Parallel Signal Processing.
Proceedings of the 2001 IEEE International Conference on Cluster Computing (CLUSTER 2001), 2001

2000
Interfacing interpreted and compiled languages to support applications on a massively parallel network of workstations (MP-NOW).
Clust. Comput., 2000


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