David Bestor

Orcid: 0009-0002-7684-1191

According to our database1, David Bestor authored at least 72 papers between 2012 and 2024.

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Bibliography

2024
GPU Sharing with Triples Mode.
CoRR, 2024

LLload: An Easy-to-Use HPC Utilization Tool.
CoRR, 2024

Supercomputer 3D Digital Twin for User Focused Real-Time Monitoring.
CoRR, 2024

HPC with Enhanced User Separation.
CoRR, 2024

Anonymized Network Sensing Graph Challenge.
CoRR, 2024

What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic.
CoRR, 2024

LLload: Simplifying Real-Time Job Monitoring for HPC Users.
CoRR, 2024

LLload: Simplifying Real-Time Job Monitoring for HPC Users.
Proceedings of the Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, 2024

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



Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale.
Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

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

A Green(er) World for A.I.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022



Energy-aware neural architecture selection and hyperparameter optimization.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

An Evaluation of Low Overhead Time Series Preprocessing Techniques for Downstream Machine Learning.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022


Performance Estimation for Efficient Image Segmentation Training of Weather Radar Algorithms.
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

Benchmarking Resource Usage for Efficient Distributed Deep Learning.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2022




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

Supercomputing Enabled Deployable Analytics for Disaster Response.
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
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



Accuracy and Performance Comparison of Video Action Recognition Approaches.
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

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


Streaming 1.9 Billion Hypersparse Network Updates per Second with D4M.
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

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

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

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

2017
MIT SuperCloud portal workspace: Enabling HPC web application deployment.
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

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

2016
Benchmarking SciDB Data Import on HPC Systems.
CoRR, 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

Scalability of VM provisioning systems.
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
Enabling on-demand database computing with MIT SuperCloud database management system.
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

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

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

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
Scalable cryptographic authentication for high performance computing.
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


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