Julie Mullen

Orcid: 0000-0002-0015-6182

Affiliations:
  • MIT Lincoln Laboratory, Lexington, MA, USA


According to our database1, Julie Mullen authored at least 68 papers between 2006 and 2023.

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Bibliography

2023
A Data Driven Approach to Informal HPC Training Evaluation.
Proceedings of the Practice and Experience in Advanced Research Computing, 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

Building Experience and Confidence in HPC Practitioners through the Project-Based, Hands-On Practical HPC Course.
Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022





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



2021
Teaching and learning HPC through serious games.
J. Parallel Distributed Comput., 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


Teaching HPC Concepts with Serious Games.
Proceedings of the IEEE Frontiers in Education Conference, 2021

2020
Third Workshop on Strategies for Enhancing HPC Education and Training (SEHET20).
Proceedings of the PEARC Companion '20: Practice and Experience in Advanced Research Computing, 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

Cultivating professional technical skills and understanding through hands-on online learning experiences.
Proceedings of the 2019 IEEE Learning With MOOCS, 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
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
Learning by doing, High Performance Computing education in the MOOC era.
J. Parallel Distributed Comput., 2017

MIT SuperCloud portal workspace: Enabling HPC web application deployment.
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

Bringing physical construction and real-world data collection into a massively open online course (MOOC).
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

2016
Benchmarking SciDB Data Import on HPC Systems.
CoRR, 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

Student-perceived effectiveness of online content delivery modes.
Proceedings of the 2015 IEEE Frontiers in Education 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
P-sync: A Photonically Enabled Architecture for Efficient Non-local Data Access.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

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

PAKCK: Performance and power analysis of key computational kernels on CPUs and GPUs.
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
A Knowledge-Based Operator for a Genetic Algorithm which Optimizes the Distribution of Sparse Matrix Data.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 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

2010
Hogs and slackers: Using operations balance in a genetic algorithm to optimize sparse algebra computation on distributed architectures.
Parallel Comput., 2010

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

2006
Analogies for teaching parallel computing to inexperienced programmers.
ACM SIGCSE Bull., 2006

A Fifth Order Flux Implicit WENO Method.
J. Sci. Comput., 2006


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