Brian Austin

Orcid: 0009-0005-5881-1927

According to our database1, Brian Austin authored at least 26 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Comprehensive Performance Modeling and System Design Insights for Foundation Models.
CoRR, 2024

Power Consumption Trends in Supercomputers: A Study of NERSC's Cori and Perlmutter Machines.
Proceedings of the ISC High Performance 2024 Research Paper Proceedings (39th International Conference), 2024

Evaluation of the Classical Hardware Requirements for Large-Scale Quantum Computations.
Proceedings of the ISC High Performance 2024 Research Paper Proceedings (39th International Conference), 2024

2023
Power Analysis of NERSC Production Workloads.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Comparing Power Signatures of HPC Workloads: Machine Learning vs Simulation.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

A Performance Model for Estimating the Cost of Scaling to Practical Quantum Advantage.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022
Understanding the Impact of Input Entropy on FPU, CPU, and GPU Power.
CoRR, 2022

2021
Understanding power variation and its implications on performance optimization on the Cori supercomputer.
Proceedings of the 2021 International Workshop on Performance Modeling, 2021

2020
Characterizing Scientific Workflows on HPC Systems using Logs.
Proceedings of the IEEE/ACM Workflows in Support of Large-Scale Science, 2020

2019
GPCNeT: designing a benchmark suite for inducing and measuring contention in HPC networks.
Proceedings of the International Conference for High Performance Computing, 2019

Scheduling Beyond CPUs for HPC.
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

2018
Evaluating the networking characteristics of the Cray XC-40 Intel Knights Landing-based Cori supercomputer at NERSC.
Concurr. Comput. Pract. Exp., 2018

A Metric for Evaluating Supercomputer Performance in the Era of Extreme Heterogeneity.
Proceedings of the 2018 IEEE/ACM Performance Modeling, 2018

2017
Performance Variability on Xeon Phi.
Proceedings of the High Performance Computing, 2017

Galactos: computing the anisotropic 3-point correlation function for 2 billion galaxies.
Proceedings of the International Conference for High Performance Computing, 2017

Performance and Energy Usage of Workloads on KNL and Haswell Architectures.
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2017

2016
Time-Sharing Redux for Large-Scale HPC Systems.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015
Lessons Learned from Optimizing Science Kernels for Intel's "Knights Corner"' Architecture.
Comput. Sci. Eng., 2015

Resilient Matrix Multiplication of Hierarchical Semi-Separable Matrices.
Proceedings of the 5th Workshop on Fault Tolerance for HPC at eXtreme Scale, 2015

2014
Measurement and interpretation of microbenchmark and application energy use on the cray XC30.
Proceedings of the 2nd International Workshop on Energy Efficient Supercomputing, 2014

2013
Performance Tuning of Fock Matrix and Two-Electron Integral Calculations for NWChem on Leading HPC Platforms.
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation, 2013

Analysis of Cray XC30 Performance Using Trinity-NERSC-8 Benchmarks and Comparison with Cray XE6 and IBM BG/Q.
Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation, 2013

2012
Utility of Remotely Sensed Imagery for Assessing the Impact of Salvage Logging after Forest Fires.
Remote. Sens., 2012

2011
Parallel index and query for large scale data analysis.
Proceedings of the Conference on High Performance Computing Networking, 2011

2005
Zori 1.0: A parallel quantum Monte Carlo electronic structure package.
J. Comput. Chem., 2005

A sparse algorithm for the evaluation of the local energy in quantum Monte Carlo.
J. Comput. Chem., 2005


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