Karl W. Schulz

26 papers A 4B 1C 3Journal 7Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Bridging the Gap: User-Centric Energy Monitoring for Policy-Driven Application Optimization in HPC Data Centers.
SC Workshops
Woong Shin, Karl W. Schulz, Arthur Francisco Lorenzon, Matthias Maiterth, Bruno Villasenor Alvarez, Jordà Polo, Aditya Kashi, Hao Lu, Nicholson Koukpaizan, Antigoni Georgiadou, Matthew R. Norman, Wael R. Elwasif, Michael A. Matheson, Feiyi Wang, Nicholas Frontiere, Sarp Oral, Thomas Beck, Bronson Messer
2025 J jnl
Multi-task parallelism for robust pre-training of graph foundation models on multi-source, multi-fidelity atomistic modeling data.
CoRR
Massimiliano Lupo Pasini, Jong Youl Choi, Pei Zhang, Kshitij Mehta, Rylie Weaver, Ashwin M. Aji, Karl W. Schulz, Jorda Polo, Prasanna Balaprakash
2025 J jnl
Scalable training of trustworthy and energy-efficient predictive graph foundation models for atomistic materials modeling: a case study with HydraGNN.
J. Supercomput.
Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta, Pei Zhang, David M. Rogers, Jonghyun Bae, Khaled Z. Ibrahim, Ashwin M. Aji, Karl W. Schulz, Jordà Polo, Prasanna Balaprakash
2024 J jnl
Scalable Training of Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN.
CoRR
Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta, Pei Zhang, David M. Rogers, Jonghyun Bae, Khaled Z. Ibrahim, Ashwin M. Aji, Karl W. Schulz, Jorda Polo, Prasanna Balaprakash
2023 J jnl
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
CoRR
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Jeff Rasley, Ammar Ahmad Awan, Connor Holmes, Martin Cai, Adam Ghanem, Zhongzhu Zhou, Yuxiong He, Pete Luferenko, Divya Kumar, Jonathan A. Weyn, Ruixiong Zhang, Sylwester Klocek, Volodymyr Vragov, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Cristina Negri, Rao Kotamarthi, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Troy Arcomano, Romit Maulik, Maxim Zvyagin, Alexander Brace, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael W. Irvin, J. Gregory Pauloski, Logan T. Ward, Valérie Hayot-Sasson, Murali Emani, Zhen Xie, Diangen Lin, Maulik Shukla, Ian T. Foster, James J. Davis, Michael E. Papka, Thomas S. Brettin, Prasanna Balaprakash, Gina Tourassi, John Gounley, Heidi A. Hanson, Thomas E. Potok, Massimiliano Lupo Pasini, Kate Evans, Dan Lu, Dalton D. Lunga, Junqi Yin, Sajal Dash, Feiyi Wang, Mallikarjun Shankar, Isaac Lyngaas, Xiao Wang, Guojing Cong, Pei Zhang, Ming Fan, Siyan Liu, Adolfy Hoisie, Shinjae Yoo, Yihui Ren, William Tang, Kyle Felker, Alexey Svyatkovskiy, Hang Liu, Ashwin M. Aji, Angela Dalton, Michael J. Schulte, Karl W. Schulz, Yuntian Deng, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Anima Anandkumar, Rick Stevens
2022 A conf
Parla: A Python Orchestration System for Heterogeneous Architectures.
SC
Hochan Lee, William Ruys, Ian Henriksen, Arthur Michener Peters, Yineng Yan, Sean Stephens, Bozhi You, Henrique Fingler, Martin Burtscher, Milos Gligoric, Karl W. Schulz, Keshav Pingali, Christopher J. Rossbach, Mattan Erez, George Biros
2021 — conf
Collecting and analyzing smartphone sensor data for health.
PEARC
Justin A. Drake, Karl W. Schulz, Radek Bukowski, Kelly P. Gaither
2020 — conf
Customizing OpenHPC: integrating additional software and provisioning new services including open ondemand.
PEARC Companion
Christopher S. Simmons, Karl W. Schulz, Derek Simmel
2020 — conf
Evaluation of Clustering Techniques for GPS Phenotyping Using Mobile Sensor Data.
PEARC
Zachary S. Tschirhart, Karl W. Schulz
2015 — ed.
Proceedings of the First International Workshop on Extreme Scale Programming Models and Middleware, ESPM 2015, Austin, Texas, USA, November 15, 2015
ESPM@SC
Dhabaleswar K. Panda, Karl W. Schulz, Khaled Hamidouche, Hari Subramoni
2014 — conf
Designing Scalable Out-of-core Sorting with Hybrid MPI+PGAS Programming Models.
PGAS
Jithin Jose, Sreeram Potluri, Hari Subramoni, Xiaoyi Lu, Khaled Hamidouche, Karl W. Schulz, Hari Sundar, Dhabaleswar K. Panda
2014 B conf
Designing Topology-Aware Communication Schedules for Alltoall Operations in Large InfiniBand Clusters.
ICPP
Hari Subramoni, Krishna Chaitanya Kandalla, Jithin Jose, Karen Tomko, Karl W. Schulz, Dmitry Pekurovsky, Dhabaleswar K. Panda
2013 A conf
Algorithms for high-throughput disk-to-disk sorting.
SC
Hari Sundar, Dhairya Malhotra, Karl W. Schulz
2013 C conf
Design of network topology aware scheduling services for large InfiniBand clusters.
CLUSTER
Hari Subramoni, Devendar Bureddy, Krishna Chaitanya Kandalla, Karl W. Schulz, Bill Barth, Jonathan L. Perkins, Mark Daniel Arnold, Dhabaleswar K. Panda
2013 J jnl
MASA : a library for verification using manufactured and analytical solutions.
Eng. Comput.
Nicholas Malaya, Kemelli C. Estacio-Hiroms, Roy H. Stogner, Karl W. Schulz, Paul T. Bauman, Graham F. Carey
2012 — conf
A distributed memory out-of-core method on HPC clusters and its application to quantum chemistry applications.
XSEDE
Christopher S. Simmons, Karl W. Schulz
2012 A conf
Design of a scalable InfiniBand topology service to enable network-topology-aware placement of processes.
SC
Hari Subramoni, Sreeram Potluri, Krishna Chaitanya Kandalla, Bill Barth, Jérôme Vienne, Jeff Keasler, Karen A. Tomko, Karl W. Schulz, Adam Moody, Dhabaleswar K. Panda
2012 J jnl
Visual Analytics for Finding Critical Structures in Massive Time-Varying Turbulent-Flow Simulations.
IEEE Computer Graphics and Applications
Kelly P. Gaither, Hank Childs, Karl W. Schulz, Cyrus Harrison, William L. Barth, Diego Donzis, Pui-Kuen Yeung
2011 — conf
Best practices for the deployment and management of production HPC clusters.
SC State of the Practice Reports
Robert T. McLay, Karl W. Schulz, William L. Barth, Tommy Minyard
2011 C conf
Design and Evaluation of Network Topology-/Speed- Aware Broadcast Algorithms for InfiniBand Clusters.
CLUSTER
Hari Subramoni, Krishna Chaitanya Kandalla, Jérôme Vienne, Sayantan Sur, Bill Barth, Karen A. Tomko, Robert T. McLay, Karl W. Schulz, Dhabaleswar K. Panda
2011 — conf
The Parallel C++ Statistical Library 'QUESO': Quantification of Uncertainty for Estimation, Simulation and Optimization.
Euro-Par Workshops (1)
Ernesto E. Prudencio, Karl W. Schulz
2010 — conf
Petascale I/O using HDF-5.
TG
Nicholas Malaya, Karl W. Schulz, Robert D. Moser
2010 A conf
Quantifying performance benefits of overlap using MPI-2 in a seismic modeling application.
ICS
Sreeram Potluri, Ping Lai, Karen A. Tomko, Sayantan Sur, Yifeng Cui, Mahidhar Tatineni, Karl W. Schulz, William L. Barth, Amitava Majumdar, Dhabaleswar K. Panda
2007 C conf
Message from the conference chairs, Cluster 2007.
CLUSTER
Karl W. Schulz, Kent F. Milfeld
2006 J jnl
Scientific formats for object-relational database systems: a study of suitability and performance.
SIGMOD Rec.
Shirley Cohen, Patrick Hurley, Karl W. Schulz, William L. Barth, Brad Benton
1996 — conf
Partitioning and Dynamic Load Balancing of Adaptive Hybrid Grids for Large-Scale Turbulent Flow Simulations.
HICSS (1)
Tommy Minyard, Yannis Kallinderis, Karl W. Schulz