Lauren Milechin

Orcid: 0000-0002-0554-3624

According to our database¹, Lauren Milechin authored at least 66 papers between 2015 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

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Links

On csauthors.net:

Bibliography

2023

A Data Driven Approach to Informal HPC Training Evaluation.

[BibT_eX]

[DOI]

Julia S. Mullen

Lauren Milechin

Proceedings of the Practice and Experience in Advanced Research Computing, 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

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

Building Experience and Confidence in HPC Practitioners through the Project-Based, Hands-On Practical HPC Course.

[BibT_eX]

[DOI]

Lauren Milechin

Julia S. Mullen

Chris Hill

Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 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

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

SuperCloud Lite in the Cloud - lightweight, secure, self-service, on-demand mechanisms for creating customizable research computing environments.

[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

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

2021

Teaching and learning HPC through serious games.

[BibT_eX]

[DOI]

Julia S. Mullen

Lauren Milechin

Dennis Milechin

J. Parallel Distributed Comput., 2021

Mathematics of Digital Hyperspace.

[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

The MIT Supercloud Dataset.

[BibT_eX]

[DOI]

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

Efficiently Building a Large Scale Dataset for Program Induction.

[BibT_eX]

[DOI]

Lauren Milechin

Javier Lopez-Contreras

Ferran Alet

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

Teaching HPC Concepts with Serious Games.

[BibT_eX]

[DOI]

Lauren Milechin

Julia S. Mullen

Proceedings of the IEEE Frontiers in Education Conference, 2021

2020

Fast Mapping onto Census Blocks.

[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

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2019

Cultivating professional technical skills and understanding through hands-on online learning experiences.

[BibT_eX]

[DOI]

Julia S. Mullen

Lauren Milechin

Albert Reuther

Proceedings of the 2019 IEEE Learning With MOOCS, 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

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

Pruned and Structurally Sparse Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Database Operations in D4M.jl.

[BibT_eX]

[DOI]

Lauren Milechin

Vijay Gadepally

Jeremy Kepner

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

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

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

Vijay Gadepally

Jeremy Kepner

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

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

2017

D4M 3.0.

[BibT_eX]

[DOI]

CoRR, 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

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

Bringing physical construction and real-world data collection into a massively open online course (MOOC).

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

2016

Benchmarking SciDB Data Import on HPC Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Benchmarking SciDB data import on HPC systems.

[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

Scalability of VM provisioning systems.

[BibT_eX]

[DOI]

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

2015

Sampling operations on big data.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

Lauren Milechin

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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