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 (CSE, 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 (e-Science, 2013)

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 (ICPADS, 2014)

Benchmarking the Performance of Scientific Applications with Irregular I/O at the Extreme Scale. - Stephen Herbein; Scott Klasky; Michela Taufer (ICPP Workshops, 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)

A Two-Tiered Approach to I/O Quality of Service in Docker Containers. - Sean McDaniel; Stephen Herbein; Michela Taufer (CLUSTER, 2015)

Machine Learning Predictions of Runtime and IO Traffic on High-End Clusters. - Ryan McKenna; Stephen Herbein; Adam Moody; Todd Gamblin; Michela Taufer (CLUSTER, 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 (HPDC, 2016)

A Portable, High-Level Graph Analytics Framework Targeting Distributed, Heterogeneous Systems. - Robert Searles; Stephen Herbein; Sunita Chandrasekaran (WACCPD@SC, 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 (ISC, 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)

PRIONN: Predicting Runtime and IO using Neural Networks. - Michael R. Wyatt II; Stephen Herbein; Todd Gamblin; Adam Moody; Dong H. Ahn; Michela Taufer (ICPP, 2018)

Evaluation of an interference-free node allocation policy on fat-tree clusters. - Samuel D. Pollard; Nikhil Jain; Stephen Herbein; Abhinav Bhatele (SC, 2018)

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)

CanarIO: Sounding the Alarm on IO-Related Performance Degradation. - Michael R. Wyatt II; Stephen Herbein; Kathleen Shoga; Todd Gamblin; Michela Taufer (IPDPS, 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)

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 (CANOPIE-HPC@SC, 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; et al. (SC, 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 (SMC, 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; et al. (WORKS, 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; et al. (CoRR, 2021)

A Dynamic, Hierarchical Resource Model for Converged Computing. - Daniel J. Milroy; Claudia Misale; Stephen Herbein; Dong H. Ahn (CoRR, 2021)

Scalable Composition and Analysis Techniques for Massive Scientific Workflows. - Dong H. Ahn; Xiaohua Zhang; Jeffrey Mast; Stephen Herbein; Francesco Di Natale; Dan Kirshner 001; Sam Ade Jacobs; Ian Karlin; Daniel J. Milroy; Bronis R. de Supinski; Brian Van Essen; Jonathan E. Allen; et al. (e-Science, 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 (e-Science, 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 (HIPC, 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)

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)

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 (SC Workshops, 2023)