Peter Michaleas

According to our database1, Peter Michaleas authored at least 74 papers between 2011 and 2023.

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Bibliography

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




AI and ML Accelerator Survey and Trends.
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




2021
Supercomputing Enabled Deployable Analytics for Disaster Response.
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


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

Survey of Machine Learning Accelerators.
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

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

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


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

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

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

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

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
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

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

2011
Creating a Cyber Moving Target for Critical Infrastructure Applications.
Proceedings of the Critical Infrastructure Protection V, 2011


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