Stephen Herbein

According to our database, Stephen Herbein authored at least 28 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Fluxion: A Scalable Graph-Based Resource Model for HPC Scheduling Challenges.

Tapasya Patki, Dong H. Ahn, Daniel Milroy, Jae-Seung Yeom, Jim Garlick, Mark Grondona, Stephen Herbein, Thomas Scogland

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

AI4IO: A suite of AI-based tools for IO-aware scheduling.

Michael R. Wyatt II, Stephen Herbein, Todd Gamblin, Michela Taufer

Int. J. High Perform. Comput. Appl., 2022

An analytical performance model of generalized hierarchical scheduling.

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

Int. J. High Perform. Comput. Appl., 2022

LuxIO: Intelligent Resource Provisioning and Auto-Configuration for Storage Services.

Keith Bateman, Neeraj Rajesh, Jaime Cernuda Garcia, Luke Logan, Jie Ye, Stephen Herbein, Anthony Kougkas, Xian-He Sun

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

Reproducing and Extending Analytical Performance Models of Generalized Hierarchical Scheduling.

Jakob Lüttgau, Silvina Caíno-Lores, Kae Suarez, Dong H. Ahn, Stephen Herbein, Michela Taufer

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Scalable Composition and Analysis Techniques for Massive Scientific Workflows.

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

Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021

A Dynamic, Hierarchical Resource Model for Converged Computing.

Daniel J. Milroy, Claudia Misale, Stephen Herbein, Dong H. Ahn

CoRR, 2021

ExaWorks: Workflows for Exascale.

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

CoRR, 2021

ExaWorks: Workflows for Exascale.

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

Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

Towards Standard Kubernetes Scheduling Interfaces for Converged Computing.

Claudia Misale, Daniel J. Milroy, Carlos Eduardo Arango Gutierrez, Maurizio Drocco, Stephen Herbein, Dong H. Ahn, Zvonko Kaiser, Yoonho Park

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Generalizable coordination of large multiscale workflows: challenges and learnings at scale.

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

Proceedings of the International Conference for High Performance Computing, 2021

It's a Scheduling Affair: GROMACS in the Cloud with the KubeFlux Scheduler.

Claudia Misale, Maurizio Drocco, Daniel J. Milroy, Carlos Eduardo Arango Gutierrez, Stephen Herbein, Dong H. Ahn, Yoonho Park

Proceedings of the 3rd International Workshop on Containers and New Orchestration Paradigms for Isolated Environments in HPC, 2021

2020

Flux: Overcoming scheduling challenges for exascale workflows.

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

Future Gener. Comput. Syst., 2020

CanarIO: Sounding the Alarm on IO-Related Performance Degradation.

Michael R. Wyatt II, Stephen Herbein, Kathleen Shoga, Todd Gamblin, Michela Taufer

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

2019

Creating a portable, high-level graph analytics paradigm for compute and data-intensive applications.

Robert Searles, Stephen Herbein, Travis Johnston, Michela Taufer, Sunita Chandrasekaran

Int. J. High Perform. Comput. Netw., 2019

2018

Evaluation of an interference-free node allocation policy on fat-tree clusters.

Samuel D. Pollard, Nikhil Jain, Stephen Herbein, Abhinav Bhatele

Proceedings of the International Conference for High Performance Computing, 2018

PRIONN: Predicting Runtime and IO using Neural Networks.

Michael R. Wyatt II, Stephen Herbein, Todd Gamblin, Adam Moody, Dong H. Ahn, Michela Taufer

Proceedings of the 47th International Conference on Parallel Processing, 2018

2016

Performance characterization of irregular I/O at the extreme scale.

Stephen Herbein, Sean McDaniel, Norbert Podhorszki, Jeremy Logan, Scott Klasky, Michela Taufer

Parallel Comput., 2016

Resource Management for Running HPC Applications in Container Clouds.

Stephen Herbein, Ayush Dusia, Aaron Myles Landwehr, Sean McDaniel, José Monsalve Diaz, Yang Yang, Seetharami R. Seelam, Michela Taufer

Proceedings of the High Performance Computing - 31st International Conference, 2016

A Portable, High-Level Graph Analytics Framework Targeting Distributed, Heterogeneous Systems.

Robert Searles, Stephen Herbein, Sunita Chandrasekaran

Proceedings of the Third Workshop on Accelerator Programming Using Directives, 2016

Scalable I/O-Aware Job Scheduling for Burst Buffer Enabled HPC Clusters.

Stephen Herbein, Dong H. Ahn, Don Lipari, Thomas R. W. Scogland, Marc Stearman, Mark Grondona, Jim Garlick, Becky Springmeyer, Michela Taufer

Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

Machine Learning Predictions of Runtime and IO Traffic on High-End Clusters.

Ryan McKenna, Stephen Herbein, Adam Moody, Todd Gamblin, Michela Taufer

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015

A Two-Tiered Approach to I/O Quality of Service in Docker Containers.

Sean McDaniel, Stephen Herbein, Michela Taufer

Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014

Pursuing Coordinated Trajectory Progression and Efficient Resource Utilization of GPU-Enabled Molecular Dynamics Simulations.

Samuel Schlachter, Stephen Herbein, Shuching Ou, Jeremy S. Logan, Sandeep Patel, Michela Taufer

IEEE Des. Test, 2014

Benchmarking the Performance of Scientific Applications with Irregular I/O at the Extreme Scale.

Stephen Herbein, Scott Klasky, Michela Taufer

Proceedings of the 43rd International Conference on Parallel Processing Workshops, 2014

Using surrogate-based modeling to predict optimal I/O parameters of applications at the extreme scale.

Michael Matheny, Stephen Herbein, Norbert Podhorszki, Scott Klasky, Michela Taufer

Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

2013

Efficient SDS Simulations on Multi-GPU Nodes of XSEDE High-End Clusters.

Samuel Schlachter, Stephen Herbein, Michela Taufer, Shuching Ou, Sandeep Patel, Jeremy S. Logan

Proceedings of the 9th IEEE International Conference on eScience, 2013

Performance Impact of I/O on QMCPack Simulations at the Petascale and Beyond.

Stephen Herbein, Michael Matheny, Matthew Wezowicz, Jaron T. Krogel, Jeremy Logan, J. Kim, Scott Klasky, Michela Taufer

Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013