Jeremy Kepner

CoRR, 2024

Hypersparse Traffic Matrices from Suricata Network Flows using GraphBLAS.

[BibT_eX]

[DOI]

CoRR, 2024

HPC with Enhanced User Separation.

[BibT_eX]

[DOI]

CoRR, 2024

Anonymized Network Sensing Graph Challenge.

[BibT_eX]

[DOI]

CoRR, 2024

What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic.

[BibT_eX]

[DOI]

CoRR, 2024

LLload: Simplifying Real-Time Job Monitoring for HPC Users.

[BibT_eX]

[DOI]

CoRR, 2024

LLload: Simplifying Real-Time Job Monitoring for HPC Users.

[BibT_eX]

[DOI]

Chansup Byun

Julie Mullen

Albert Iwersen Reuther

Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

Teaching Network Traffic Matrices in an Interactive Game Environment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Testing RadiX-Nets: Advances in Viable Sparse Topologies.

[BibT_eX]

[DOI]

CoRR, 2023

Fuzzy Relational Databases via Associative Arrays.

[BibT_eX]

[DOI]

Kevin Min

CoRR, 2023

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

[BibT_eX]

[DOI]

Christopher Howard

CoRR, 2023

Algebraic Conditions on One-Step Breadth-First Search.

[BibT_eX]

[DOI]

Emma Fu

CoRR, 2023

Hypersparse Traffic Matrix Construction using GraphBLAS on a DPU.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Lincoln AI Computing Survey (LAICS) Update.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Focusing and Calibration of Large Scale Network Sensors Using GraphBLAS Anonymized Hypersparse Matrices.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Mapping of Internet "Coastlines" via Large Scale Anonymized Network Source Correlations.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

pPython Performance Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

2022

AI Enabled Maneuver Identification via the Maneuver Identification Challenge.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Peter Kraft

Qian Li

Kostis Kaffes

Athinagoras Skiadopoulos

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

The MIT Supercloud Workload Classification Challenge.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

CoRR, 2022

Zero Botnets: An Observe-Pursue-Counter Approach.

[BibT_eX]

[DOI]

CoRR, 2022

Keynote Talk: Large Scale Parallel Sparse Matrix Streaming Graph/Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11, 2022

The MIT Supercloud Workload Classification Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Temporal Correlation of Internet Observatories and Outposts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Hypersparse Network Flow Analysis of Packets with GraphBLAS.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

AI and ML Accelerator Survey and Trends.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Large Scale Enrichment and Statistical Cyber Characterization of Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

GraphBLAS on the Edge: Anonymized High Performance Streaming of Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Python Implementation of the Dynamic Distributed Dimensional Data Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

pPython for Parallel Python Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

A Progress Report on DBOS: A Database-oriented Operating System.

[BibT_eX]

[DOI]

Qian Li

Peter Kraft

Kostis Kaffes

Athinagoras Skiadopoulos

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

Graphulo: Linear Algebra Graph Kernels.

[BibT_eX]

[DOI]

Proceedings of the Massive Graph Analytics, 2022

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

Proceedings of the Massive Graph Analytics, 2022

Introduction to GraphBLAS.

[BibT_eX]

[DOI]

Proceedings of the Massive Graph Analytics, 2022

2021

DBOS: A DBMS-oriented Operating System.

[BibT_eX]

[DOI]

Athinagoras Skiadopoulos

Proc. VLDB Endow., 2021

Naming Schema for a Human Brain-Scale Neural Network.

[BibT_eX]

[DOI]

Morgan Schaefer

Lauren Michelin

CoRR, 2021

Mathematics of Digital Hyperspace.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Hybrid Power-Law Models of Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

Supercomputing Enabled Deployable Analytics for Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Maneuver Identification Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

The MIT Supercloud Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

AI Accelerator Survey and Trends.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Realizing Forward Defense in the Cyber Domain.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Improved Compression for Word Embeddings by Scaling Principal Components.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Spatial Temporal Analysis of 40, 000, 000, 000, 000 Internet Darkspace Packets.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Vertical, Temporal, and Horizontal Scaling of Hierarchical Hypersparse GraphBLAS Matrices.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

Node-Based Job Scheduling for Large Scale Simulations of Short Running Jobs.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

3D Real-Time Supercomputer Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Fast Mapping onto Census Blocks.

[BibT_eX]

[DOI]

CoRR, 2020

Technical Report: Developing a Working Data Hub.

[BibT_eX]

[DOI]

CoRR, 2020

AI Data Wrangling with Associative Arrays.

[BibT_eX]

[DOI]

CoRR, 2020

75, 000, 000, 000 Streaming Inserts/Second Using Hierarchical Hypersparse GraphBLAS Matrices.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Benchmarking network fabrics for data distributed training of deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

GraphChallenge.org Triangle Counting Performance.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Survey of Machine Learning Accelerators.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Multi-Temporal Analysis and Scaling Relations of 100, 000, 000, 000 Network Packets.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Fast Mapping onto Census Blocks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

GraphChallenge.org Sparse Deep Neural Network Performance.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Accuracy and Performance Comparison of Video Action Recognition Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Homomorphic Encryption Based Secure Sensor Data Processing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Best of Both Worlds: High Performance Interactive and Batch Launching.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

A Polystore Based Database Operating System (DBOS).

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020

2019

AI Enabling Technologies: A Survey.

[BibT_eX]

[DOI]

CoRR, 2019

New Phenomena in Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

Kenjiro Cho

kc claffy

CoRR, 2019

Scaling Big Data Platform for Big Data Pipeline.

[BibT_eX]

[DOI]

Rebecca Wild

Matthew Hubbell

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

RadiX-Net: Structured Sparse Matrices for Deep Neural Networks.

[BibT_eX]

[DOI]

Ryan A. Robinett

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

RedisGraph GraphBLAS Enabled Graph Database.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Optimizing the Visualization Pipeline of a 3-D Monitoring and Management System.

[BibT_eX]

[DOI]

Rebecca Wild

Matthew Hubbell

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Survey and Benchmarking of Machine Learning Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Securing HPC using Federated Authentication.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Hypersparse Neural Network Analysis of Large-Scale Internet Traffic.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Sparse Deep Neural Network Graph Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Large Scale Parallelization Using File-Based Communications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Optimizing Xeon Phi for Interactive Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Training Behavior of Sparse Neural Network Topologies.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Scalable system scheduling for HPC and big data.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2018

IBM POWER9 and cognitive computing.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2018

Pruned and Structurally Sparse Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Uncertainty Propagation in Deep Neural Networks Using Extended Kalman Filtering.

[BibT_eX]

[DOI]

Jessica S. Titensky

CoRR, 2018

Neural Network Topologies for Sparse Training.

[BibT_eX]

[DOI]

Ryan A. Robinett

CoRR, 2018

Database Operations in D4M.jl.

[BibT_eX]

[DOI]

Lauren Milechin

CoRR, 2018

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

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2018

On Large-Scale Graph Generation with Validation of Diverse Triangle Statistics at Edges and Vertices.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Design, Generation, and Validation of Extreme Scale Power-Law Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Large-Scale Bayesian Kinship Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

GraphChallenge.org: Raising the Bar on Graph Analytic Performance.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Interactive Supercomputing on 40, 000 Cores for Machine Learning and Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Measuring the Impact of Spectre and Meltdown.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Database Operations in D4M.j1.

[BibT_eX]

[DOI]

Lauren Milechin

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Sparse Deep Neural Network Exact Solutions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Hyperscaling Internet Graph Analysis with D4M on the MIT SuperCloud.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Interactive Launch of 16, 000 Microsoft Windows Instances on a Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Colorization of H&E stained tissue using Deep Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

Static Graph Challenge: Subgraph Isomorphism.

[BibT_eX]

[DOI]

CoRR, 2017

Non-Negative Matrix Factorization Test Cases.

[BibT_eX]

[DOI]

Connor Sell

CoRR, 2017

BigDAWG Polystore Release and Demonstration.

[BibT_eX]

[DOI]

CoRR, 2017

D4M 3.0.

[BibT_eX]

[DOI]

CoRR, 2017

Version 0.1 of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

CoRR, 2017

Constructing Adjacency Arrays from Incidence Arrays.

[BibT_eX]

[DOI]

Karia Dibert

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

A linear algebra approach to fast DNA mixture analysis using GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Static graph challenge: Subgraph isomorphism.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

MIT SuperCloud portal workspace: Enabling HPC web application deployment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

D4M 3.0: Extended database and language capabilities.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Enabling massive deep neural networks with the GraphBLAS.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Streaming graph challenge: Stochastic block partition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Performance measurements of supercomputing and cloud storage solutions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

BigDAWG version 0.1.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Polystore mathematics of relational algebra.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Benchmarking SciDB Data Import on HPC Systems.

[BibT_eX]

[DOI]

CoRR, 2016

The BigDAWG Architecture.

[BibT_eX]

[DOI]

CoRR, 2016

Enforced Sparse Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Brendan Gavin

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.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Benchmarking the graphulo processing framework.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Novel graph processor architecture, prototype system, and results.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Benchmarking SciDB data import on HPC systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Scheduler technologies in support of high performance data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Enhancing HPC security with a user-based firewall.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Associative array model of SQL, NoSQL, and NewSQL databases.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Mathematical foundations of the GraphBLAS.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Scalability of VM provisioning systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

The BigDAWG polystore system and architecture.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Julia implementation of the Dynamic Distributed Dimensional Data Model.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

LLMapReduce: Multi-level map-reduce for high performance data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

The BigDAWG Polystore System.

[BibT_eX]

[DOI]

SIGMOD Rec., 2015

A Demonstration of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

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

[BibT_eX]

[DOI]

CoRR, 2015

Large Enforced Sparse Non-Negative Matrix Factorization.

[BibT_eX]

[DOI]

Brendan Gavin

CoRR, 2015

Computing on Masked Data to improve the Security of Big Data.

[BibT_eX]

[DOI]

CoRR, 2015

Algebraic Conditions for Generating Accurate Adjacency Arrays.

[BibT_eX]

[DOI]

Karia Dibert

Hayden Jansen

CoRR, 2015

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

[BibT_eX]

[DOI]

CoRR, 2015

Graphulo: Linear Algebra Graph Kernels for NoSQL Databases.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Graphs, Matrices, and the GraphBLAS: Seven Good Reasons.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2015

Enabling on-demand database computing with MIT SuperCloud database management system.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Improving Big Data visual analytics with interactive virtual reality.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Lustre, hadoop, accumulo.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Graphulo implementation of server-side sparse matrix multiply in the Accumulo database.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Big Data strategies for Data Center Infrastructure management using a 3D gaming platform.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

High performance computing of gene regulatory networks using a message-passing model.

[BibT_eX]

[DOI]

Kimberly Glass

John Quackenbush

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

D4M: Bringing associative arrays to database engines.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

Using a Power Law distribution to describe big data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014

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

[BibT_eX]

[DOI]

Peter Michaleas

CoRR, 2014

GABB Introduction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Achieving 100, 000, 000 database inserts per second using Accumulo and D4M.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Big data dimensional analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

Genetic sequence matching using D4M big data approaches.

[BibT_eX]

[DOI]

Stephanie Dodson

Darrell O. Ricke

Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

2013

Novel algebras for advanced analytics in Julia.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

LLSuperCloud: Sharing HPC systems for diverse rapid prototyping.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

Standards for graph algorithm primitives.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

D4M 2.0 schema: A general purpose high performance schema for the Accumulo database.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2013

2012

The Future of Scientific Data Bases.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A scalable signal processing architecture for massive graph analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Dynamic distributed dimensional data model (D4M) database and computation system.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

HPC-VMs: Virtual machines in high performance computing systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Scalable cryptographic authentication for high performance computing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Large scale network situational awareness via 3D gaming technology.

[BibT_eX]

[DOI]

Matthew Hubbell

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

Driving big data with big compute.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on High Performance Extreme Computing, 2012

2011

Linear Algebraic Notation and Definitions.

[BibT_eX]

[DOI]

Eric Robinson

John R. Gilbert

Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Visualizing Large Kronecker Graphs.

[BibT_eX]

[DOI]

Huy N. Nguyen

Alan Edelman

Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Fundamental Questions in the Analysis of Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

The Kronecker Theory of Power Law Graphs.

[BibT_eX]

[DOI]

Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Subgraph Detection.

[BibT_eX]

[DOI]

Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

Graphs and Matrices.

[BibT_eX]

[DOI]

Proceedings of the Graph Algorithms in the Language of Linear Algebra, 2011

2009

Rapid prototyping of radar algorithms [Applications Corner].

[BibT_eX]

[DOI]

Albert Reuther

IEEE Signal Process. Mag., 2009

High-Productivity Software Development with pMatlab.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2009

Automatic registration of LIDAR and optical images of urban scenes.

[BibT_eX]

[DOI]

Andrew Mastin

John W. Fisher III

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Parallel MATLAB - for Multicore and Multinode Computers.

[BibT_eX]

Software, environments, tools 21, SIAM, ISBN: 978-0-89871-673-3, 2009

2008

Multicore programming in pMatlab using distributed arrays.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Challenges of Large Applications in Distributed Environments, 2008

2007

Preface.

[BibT_eX]

[DOI]

Hans P. Zima

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

'pMATLAB Parallel MATLAB Library'.

[BibT_eX]

[DOI]

Nadya Travinin Bliss

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

pMATLAB: Parallel MATLAB Library for Signal Processing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

99% utilization - Is 99% utilization of a supercomputer a good thing?

[BibT_eX]

[DOI]

Allan Snavely

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

S12 - The HPC Challenge (HPCC) benchmark suite.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

High productivity - High productivity computing and usable petascale systems.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

HPC challenge - The 2006 HPC challenge awards.

[BibT_eX]

[DOI]

Jack J. Dongarra

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.

[BibT_eX]

[DOI]

Proc. IEEE, 2005

Automatic Parallelization with pMapper.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

Parallel Out-of-Core Matlab for Extreme Virtual Memory.

[BibT_eX]

[DOI]

Hahn Kim

Crystal Kahn

Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005

2004

MatlabMPI.

[BibT_eX]

[DOI]

Stanley C. Ahalt

J. Parallel Distributed Comput., 2004

High Performance Computing Productivity Model Synthesis.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2004

HPC Productivity: An Overarching View.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2004

2003

A multi-threaded fast convolver for dynamically parallel image filtering.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2003

Cluster Detection in Databases: The Adaptive Matched Filter Algorithm and Implementation.

[BibT_eX]

[DOI]

Rita Kim

Data Min. Knowl. Discov., 2003

2001

Embedded/Real-Time Systems.

[BibT_eX]

[DOI]

Daniel S. Katz

Int. J. High Perform. Comput. Appl., 2001

Software fault recovery for real-time signal processing on massively parallel computers.

[BibT_eX]

Proceedings of the Tenth SIAM Conference on Parallel Processing for Scientific Computing, 2001

PVL: An Object Oriented Software Library for Parallel Signal Processing.

[BibT_eX]

[DOI]

Edward Rutledge