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2020 – today
- 2023
[c20]Tapasya Patki
, Dong H. Ahn, Daniel Milroy, Jae-Seung Yeom, Jim Garlick, Mark Grondona, Stephen Herbein, Thomas Scogland:
Fluxion: A Scalable Graph-Based Resource Model for HPC Scheduling Challenges. SC Workshops 2023: 2077-2088- 2022
- [j6]Stephen Herbein, Tapasya Patki, Dong H. Ahn, Sebastian Mobo, Clark Hathaway, Silvina Caíno-Lores, James Corbett, David Domyancic, Thomas R. W. Scogland, Bronis R. de Supinski, Michela Taufer:
An analytical performance model of generalized hierarchical scheduling. Int. J. High Perform. Comput. Appl. 36(3): 289-306 (2022) - [j5]Michael R. Wyatt II, Stephen Herbein, Todd Gamblin, Michela Taufer:
AI4IO: A suite of AI-based tools for IO-aware scheduling. Int. J. High Perform. Comput. Appl. 36(3): 370-387 (2022) - [c19]Dong H. Ahn, Xiaohua Zhang, Jeffrey Mast, Stephen Herbein, Francesco Di Natale, Dan Kirshner, Sam Ade Jacobs, Ian Karlin, Daniel J. Milroy, Bronis R. de Supinski, Brian Van Essen, Jonathan E. Allen, Felice C. Lightstone:
Scalable Composition and Analysis Techniques for Massive Scientific Workflows. e-Science 2022: 32-43 - [c18]Jakob Lüttgau, Silvina Caíno-Lores, Kae Suarez, Dong H. Ahn, Stephen Herbein, Michela Taufer:
Reproducing and Extending Analytical Performance Models of Generalized Hierarchical Scheduling. e-Science 2022: 450-455 - [c17]Keith Bateman, Neeraj Rajesh, Jaime Cernuda Garcia, Luke Logan, Jie Ye, Stephen Herbein, Anthony Kougkas, Xian-He Sun:
LuxIO: Intelligent Resource Provisioning and Auto-Configuration for Storage Services. HIPC 2022: 246-255 - 2021
- [c16]Claudia Misale, Maurizio Drocco, Daniel J. Milroy, Carlos Eduardo Arango Gutierrez, Stephen Herbein, Dong H. Ahn, Yoonho Park:
It's a Scheduling Affair: GROMACS in the Cloud with the KubeFlux Scheduler. CANOPIE-HPC@SC 2021: 10-16 - [c15]Harsh Bhatia, Francesco Di Natale, Joseph Y. Moon, Xiaohua Zhang, Joseph R. Chavez, Fikret Aydin, Christopher B. Stanley, Tomas Oppelstrup, Chris Neale, Sara Kokkila Schumacher, Dong H. Ahn, Stephen Herbein, Timothy S. Carpenter, Sandrasegaram Gnanakaran, Peer-Timo Bremer, James N. Glosli, Felice C. Lightstone, Helgi I. Ingólfsson:
Generalizable coordination of large multiscale workflows: challenges and learnings at scale. SC 2021: 10 - [c14]Claudia Misale, Daniel J. Milroy, Carlos Eduardo Arango Gutierrez, Maurizio Drocco, Stephen Herbein, Dong H. Ahn, Zvonko Kaiser, Yoonho Park:
Towards Standard Kubernetes Scheduling Interfaces for Converged Computing. SMC 2021: 310-326 - [c13]Aymen Al-Saadi, Dong H. Ahn, Yadu N. Babuji, Kyle Chard, James Corbett, Mihael Hategan, Stephen Herbein, Shantenu Jha, Daniel E. Laney, André Merzky, Todd S. Munson, Michael Salim, Mikhail Titov, Matteo Turilli, Thomas D. Uram, Justin M. Wozniak:
ExaWorks: Workflows for Exascale. WORKS 2021: 50-57 - [i2]Aymen Al-Saadi, Dong H. Ahn, Yadu N. Babuji, Kyle Chard, James Corbett, Mihael Hategan, Stephen Herbein, Shantenu Jha, Daniel E. Laney, André Merzky, Todd S. Munson, Michael Salim, Mikhail Titov, Matteo Turilli, Justin M. Wozniak:
ExaWorks: Workflows for Exascale. CoRR abs/2108.13521 (2021) - [i1]Daniel J. Milroy, Claudia Misale, Stephen Herbein, Dong H. Ahn:
A Dynamic, Hierarchical Resource Model for Converged Computing. CoRR abs/2109.03739 (2021) - 2020
- [j4]Dong H. Ahn, Ned Bass, Albert Chu, Jim Garlick, Mark Grondona, Stephen Herbein, Helgi I. Ingólfsson, Joseph Koning, Tapasya Patki, Thomas R. W. Scogland, Becky Springmeyer, Michela Taufer:
Flux: Overcoming scheduling challenges for exascale workflows. Future Gener. Comput. Syst. 110: 202-213 (2020) - [c12]Michael R. Wyatt II, Stephen Herbein, Kathleen Shoga, Todd Gamblin, Michela Taufer:
CanarIO: Sounding the Alarm on IO-Related Performance Degradation. IPDPS 2020: 73-83
2010 – 2019
- 2019
- [j3]Robert Searles, Stephen Herbein, Travis Johnston, Michela Taufer, Sunita Chandrasekaran:
Creating a portable, high-level graph analytics paradigm for compute and data-intensive applications. Int. J. High Perform. Comput. Netw. 13(1): 105-118 (2019) - 2018
- [c11]Michael R. Wyatt II, Stephen Herbein, Todd Gamblin, Adam Moody, Dong H. Ahn, Michela Taufer:
PRIONN: Predicting Runtime and IO using Neural Networks. ICPP 2018: 46:1-46:12 - [c10]Samuel D. Pollard, Nikhil Jain, Stephen Herbein, Abhinav Bhatele:
Evaluation of an interference-free node allocation policy on fat-tree clusters. SC 2018: 26:1-26:13 - 2016
- [j2]Stephen Herbein, Sean McDaniel, Norbert Podhorszki, Jeremy Logan, Scott Klasky, Michela Taufer:
Performance characterization of irregular I/O at the extreme scale. Parallel Comput. 51: 17-36 (2016) - [c9]Ryan McKenna, Stephen Herbein, Adam Moody, Todd Gamblin, Michela Taufer:
Machine Learning Predictions of Runtime and IO Traffic on High-End Clusters. CLUSTER 2016: 255-258 - [c8]Stephen Herbein, Dong H. Ahn, Don Lipari, Thomas R. W. Scogland, Marc Stearman, Mark Grondona, Jim Garlick, Becky Springmeyer, Michela Taufer:
Scalable I/O-Aware Job Scheduling for Burst Buffer Enabled HPC Clusters. HPDC 2016: 69-80 - [c7]Robert Searles, Stephen Herbein, Sunita Chandrasekaran:
A Portable, High-Level Graph Analytics Framework Targeting Distributed, Heterogeneous Systems. WACCPD@SC 2016: 79-88 - [c6]Stephen Herbein, Ayush Dusia, Aaron Myles Landwehr, Sean McDaniel, José Monsalve Diaz, Yang Yang, Seetharami R. Seelam, Michela Taufer:
Resource Management for Running HPC Applications in Container Clouds. ISC 2016: 261-278 - 2015
- [c5]Sean McDaniel, Stephen Herbein, Michela Taufer:
A Two-Tiered Approach to I/O Quality of Service in Docker Containers. CLUSTER 2015: 490-491 - 2014
- [j1]Samuel Schlachter, Stephen Herbein, Shuching Ou, Jeremy S. Logan, Sandeep Patel, Michela Taufer:
Pursuing Coordinated Trajectory Progression and Efficient Resource Utilization of GPU-Enabled Molecular Dynamics Simulations. IEEE Des. Test 31(1): 40-50 (2014) - [c4]Michael Matheny, Stephen Herbein, Norbert Podhorszki, Scott Klasky, Michela Taufer:
Using surrogate-based modeling to predict optimal I/O parameters of applications at the extreme scale. ICPADS 2014: 568-575 - [c3]Stephen Herbein, Scott Klasky, Michela Taufer:
Benchmarking the Performance of Scientific Applications with Irregular I/O at the Extreme Scale. ICPP Workshops 2014: 292-301 - 2013
- [c2]Stephen Herbein, Michael Matheny, Matthew Wezowicz, Jaron T. Krogel, Jeremy Logan, J. Kim, Scott Klasky, Michela Taufer:
Performance Impact of I/O on QMCPack Simulations at the Petascale and Beyond. CSE 2013: 92-99 - [c1]Samuel Schlachter, Stephen Herbein, Michela Taufer, Shuching Ou, Sandeep Patel, Jeremy S. Logan:
Efficient SDS Simulations on Multi-GPU Nodes of XSEDE High-End Clusters. e-Science 2013: 116-123
Coauthor Index
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