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Stephen Herbein
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Scalable I/O-aware job scheduling for burst buffer enabled HPC clusters
S Herbein, DH Ahn, D Lipari, TRW Scogland, M Stearman, M Grondona, ...
Proceedings of the 25th ACM International Symposium on High-Performance …, 2016
932016
Flux: Overcoming scheduling challenges for exascale workflows
DH Ahn, N Bass, A Chu, J Garlick, M Grondona, S Herbein, HI Ingólfsson, ...
Future Generation Computer Systems 110, 202-213, 2020
682020
Machine learning predictions of runtime and IO traffic on high-end clusters
R McKenna, S Herbein, A Moody, T Gamblin, M Taufer
2016 IEEE International Conference on Cluster Computing (CLUSTER), 255-258, 2016
562016
Prionn: Predicting runtime and io using neural networks
MR Wyatt, S Herbein, T Gamblin, A Moody, DH Ahn, M Taufer
Proceedings of the 47th International Conference on Parallel Processing, 1-12, 2018
512018
A two-tiered approach to I/O quality of service in docker containers
S McDaniel, S Herbein, M Taufer
2015 IEEE International Conference on Cluster Computing, 490-491, 2015
402015
Resource management for running hpc applications in container clouds
S Herbein, A Dusia, A Landwehr, S McDaniel, J Monsalve, Y Yang, ...
High Performance Computing: 31st International Conference, ISC High …, 2016
352016
Evaluation of an interference-free node allocation policy on fat-tree clusters
SD Pollard, N Jain, S Herbein, A Bhatele
SC18: International Conference for High Performance Computing, Networking …, 2018
292018
Exaworks: Workflows for exascale
A Al-Saadi, DH Ahn, Y Babuji, K Chard, J Corbett, M Hategan, S Herbein, ...
2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 50-57, 2021
262021
Generalizable coordination of large multiscale workflows: challenges and learnings at scale
H Bhatia, F Di Natale, JY Moon, X Zhang, JR Chavez, F Aydin, C Stanley, ...
Proceedings of the International Conference for High Performance Computing …, 2021
252021
It's a Scheduling Affair: GROMACS in the Cloud with the KubeFlux Scheduler
C Misale, M Drocco, DJ Milroy, CEA Gutierrez, S Herbein, DH Ahn, Y Park
2021 3rd International Workshop on Containers and New Orchestration …, 2021
152021
Towards standard Kubernetes scheduling interfaces for converged computing
C Misale, DJ Milroy, CEA Gutierrez, M Drocco, S Herbein, DH Ahn, ...
Smoky Mountains Computational Sciences and Engineering Conference, 310-326, 2021
122021
Using surrogate-based modeling to predict optimal I/O parameters of applications at the extreme scale
M Matheny, S Herbein, N Podhorszki, S Klasky, M Taufer
2014 20th IEEE International Conference on Parallel and Distributed Systems …, 2014
92014
Canario: Sounding the alarm on io-related performance degradation
MR Wyatt, S Herbein, K Shoga, T Gamblin, M Taufer
2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020
82020
Performance impact of I/O on QMCPack simulations at the petascale and beyond
S Herbein, M Matheny, M Wezowicz, J Krogel, J Logan, J Kim, S Klasky, ...
2013 IEEE 16th International Conference on Computational Science and …, 2013
72013
Scalable composition and analysis techniques for massive scientific workflows
DH Ahn, X Zhang, J Mast, S Herbein, F Di Natale, D Kirshner, SA Jacobs, ...
2022 IEEE 18th International Conference on e-Science (e-Science), 32-43, 2022
42022
AI4IO: A suite of AI-based tools for IO-aware scheduling
MR Wyatt, S Herbein, T Gamblin, M Taufer
The International Journal of High Performance Computing Applications 36 (3 …, 2022
42022
Unstructured Data Analytics for Next-generation HPC Schedulers: Capturing Jobs' Needs from Unstructured Job Scripts
M Wyatt, S Herbein, D Ahn, A Moody, T Gamblin, M Taufer
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2017
42017
A portable, high-level graph analytics framework targeting distributed, heterogeneous systems
R Searles, S Herbein, S Chandrasekaran
2016 Third Workshop on Accelerator Programming Using Directives (WACCPD), 79-88, 2016
42016
Creating a portable, high-level graph analytics paradigm for compute and data-intensive applications
R Searles, S Herbein, T Johnston, M Taufer, S Chandrasekaran
International Journal of High Performance Computing and Networking 13 (1 …, 2019
32019
Performance characterization of irregular I/O at the extreme scale
S Herbein, S McDaniel, N Podhorszki, J Logan, S Klasky, M Taufer
Parallel Computing 51, 17-36, 2016
32016
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