Stephen Herbein

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 22

Top Topics

Allocation Policy

Resource Utilization

Top Venues

Int. J. High Perform. Comput. Appl.

Publications

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)
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)
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) (2022)
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)
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) (2022)
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)
Daniel J. Milroy, Claudia Misale, Stephen Herbein, Dong H. Ahn
A Dynamic, Hierarchical Resource Model for Converged Computing. CoRR (2021)
Harsh Bhatia, Francesco Di Natale, Joseph Y. Moon, Xiaohua Zhang, Joseph R. Chavez, Fikret Aydin, Chris 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)
Aymen Al-Saadi, Dong H. Ahn, Yadu N. Babuji, Kyle Chard, James Corbett, Mihael Hategan, Stephen Herbein, Shantenu Jha, Daniel Laney, André Merzky, Todd S. Munson, Michael Salim, Mikhail Titov, Matteo Turilli, Thomas D. Uram, Justin M. Wozniak
ExaWorks: Workflows for Exascale. WORKS (2021)
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)
Aymen Al-Saadi, Dong H. Ahn, Yadu N. Babuji, Kyle Chard, James Corbett, Mihael Hategan, Stephen Herbein, Shantenu Jha, Daniel Laney, André Merzky, Todd S. Munson, Michael Salim, Mikhail Titov, Matteo Turilli, Justin M. Wozniak
ExaWorks: Workflows for Exascale. CoRR (2021)
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)
Michael R. Wyatt II, Stephen Herbein, Kathleen Shoga, Todd Gamblin, Michela Taufer
CanarIO: Sounding the Alarm on IO-Related Performance Degradation. IPDPS (2020)
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 (2020)
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) (2019)
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)
Samuel D. Pollard, Nikhil Jain, Stephen Herbein, Abhinav Bhatele
Evaluation of an interference-free node allocation policy on fat-tree clusters. SC (2018)
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 (2016)
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)
Robert Searles, Stephen Herbein, Sunita Chandrasekaran
A Portable, High-Level Graph Analytics Framework Targeting Distributed, Heterogeneous Systems. WACCPD@SC (2016)
Ryan McKenna, Stephen Herbein, Adam Moody, Todd Gamblin, Michela Taufer
Machine Learning Predictions of Runtime and IO Traffic on High-End Clusters. CLUSTER (2016)
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)
Sean McDaniel, Stephen Herbein, Michela Taufer
A Two-Tiered Approach to I/O Quality of Service in Docker Containers. CLUSTER (2015)
Stephen Herbein, Scott Klasky, Michela Taufer
Benchmarking the Performance of Scientific Applications with Irregular I/O at the Extreme Scale. ICPP Workshops (2014)
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) (2014)
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)
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)
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)