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ORCIDPEARC 2024: Providence, RI, USA
- Shawn T. Brown, J. Barr von Oehsen, Eric Adams, Eva Siegmann:
Practice and Experience in Advanced Research Computing 2024: Human Powered Computing, PEARC 2024, Providence, RI, USA, July 21-25, 2024. ACM 2024, ISBN 979-8-4007-0419-2
Full Papers: Applications and Software
- Nicholas Contini
, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda:
OMB-FPGA: A Microbenchmark Suite for FPGA-aware MPIs using OpenCL and SYCL. 1:1-1:9 - Claudia M. Costa, Erick Carballo, Alan Walsh, Esen Tuna:
A Model for Managing Multi-Tenant Research Databases. 2:1-2:9 - Francesco Faenza, Claudia Canali, Lisa Fregni, Emiliano Maccaferri:
NextPyter: Open-Source Research Collaborative Platform. 3:1-3:9 - Jamil Gafur, Steve Goddard, William Lai:
Adversarial Robustness and Explainability of Machine Learning Models. 4:1-4:7 - Radha Gulhane, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda:
Infer-HiRes: Accelerating Inference for High-Resolution Images with Quantization and Distributed Deep Learning. 5:1-5:9 - Richard Lawrence, Dhruva K. Chakravorty, Lisa M. Perez, Wesley Brashear, Zhenhua He, Joshua Winchell, Honggao Liu:
Container Adoption in Campus High Performance Computing at Texas A&M University. 6:1-6:7 - Hieu Le, Zhenhua He, Mai Le, Dhruva Chakravorty, Lisa M. Perez, Akhil Chilumuru, Yan Yao, Jiefu Chen:
Insight Gained from Migrating a Machine Learning Model to Intelligence Processing Units. 7:1-7:9 - Joshua Ezekiel Martin, Catherine Feldman, Alan C. Calder, Tony Curtis, Eva Siegmann, David Carlson, Raul Gonzalez, Daniel G. Wood, Robert J. Harrison, Firat Coskun:
Benchmarking with Supernovae: A Performance Study of the FLASH Code. 8:1-8:9 - Emily Meanwell, Alan Walsh, Philip Berg, Esen Tuna:
Automated Transcription Service: Enabling Transcription at Scale for Social Science Research. 9:1-9:7 - Sambit Mishra, Dhruva K. Chakravorty, Lisa M. Perez, Francis Dang, Honggao Liu, Freddie David Witherden:
Impact of Memory Bandwidth on the Performance of Accelerators. 10:1-10:9 - John-Paul Robinson, Ke Fan, Steve Petruzza, Thomas Gilray, Sidharth Kumar:
Investigating Data Movement Strategies for Distribution of Repartitioned Data. 11:1-11:8 - Srinivas Yadav Singanaboina, Weile Wei, Isidoros Tsaousis Seiras, Panagiotis Syskakis, Bradley Richardson, Brandon Cook, Hartmut Kaiser:
Accelerating LULESH using HPX - the C++ Standard Library for Parallelism and Concurrency. 12:1-12:8
Full Papers: Systems and System Software
- Matthew Anderson, Matthew Sgambati:
High Performance Computing Peak Shaving for Microreactor Operation. 13:1-13:7 - Asher Antao, James Daly Burton, Douglas Dawson, Jill B. Gemmill, Zachary Gerstener, Ben Godfrey, Scott Groel, Zach Jordan, Becky Ligon, Dane Smith, Matthew Moersen, Sai Nandigam, Nicholas Rengier, Dennis Ryans, Hudson Smith, Thomas Wright:
Modernizing Clemson University's Palmetto Cluster: Lessons Learned from 17 Years of HPC Administration. 14:1-14:9 - Matthew Bachstein, Christopher Gropp, Victor Hazlewood, Gregory D. Peterson:
Lessons from Benchmarking the AI Tennessee Initiative Resources. 15:1-15:8 - Alan Chalker, Robert L. DeLeon, Dávid Hudák, Douglas Johnson, Julie Ma, Jeff Ohrstrom, Hazel Randquist, Travis Ravert, Joseph Patrick White, Matt Walton, Emily Moffat Sadeghi, Ronald Lee Liming:
Open OnDemand: Connecting Computing Power With Powerful Minds. 16:1-16:8 - Chen-Chun Chen, Goutham Kalikrishna Reddy Kuncham, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda:
Design and Implementation of an IPC-based Collective MPI Library for Intel GPUs. 17:1-17:9 - Erik Gough:
Evaluation of Kubernetes Schedulers for a Community Cloud Computing Model. 18:1-18:7 - David L. Hart, Nathan L. Tolbert, Rob Light, Stephen Deems:
XRAS at 10 Years: Allocations Software as a Service for the NSF HPC ecosystem. 19:1-19:8 - Victor Hazlewood, Logan Scott:
Performance and Accuracy Evaluation of an Image Classifier using Multiple Machine Learning Models and Multiple GPUs. 20:1-20:8 - Victoria Lyczak, Paul R. Brenner, Scott Hampton, Wendy Angst:
Design Thinking for Human Centric Research Data Systems Engineering. 21:1-21:7 - Erick Joel McGhee, Stephen Milton, Adam P. Howard, Gary L. Rogers Jr., Tom Krobatsch:
Fighting with Firewalld: Architecting a Host-based Firewall Policy and the Challenges of Implementation. 22:1-22:6 - Kevin Menear, Kadidia Konate, Kristi Potter, Dmitry Duplyakin:
Tandem Predictions for HPC jobs. 23:1-23:9 - Kate Robinson, Jason Zurawski, Tom Costello:
Designing, Constructing, and Operating an IPv6 Network at SC23: A case study in implementing the IPv6 protocol on a heterogenous network that supports the SC23 conference. 24:1-24:8 - Keller Smith, Fang Liu, Deepa Phanish, Heng-Ju Chen, Rickie Chen, Didier Contis:
Research Collaboration Discovery through Neo4j Knowledge Graph. 25:1-25:7 - Joe Stubbs, Dhanny Indrakusuma, Christian Garcia, François Halbach, Cody Hammock, Nathan Dean Freeman, Anagha Jamthe, Michael Packard, Alexander Fields, Gilbert Curbelo:
A Comprehensive Cloud Architecture for Machine Learning-enabled Research. 26:1-26:8 - Tu Tran, Mustafa Abduljabbar, HooYoung Ahn, SeonYoung Kim, Yoo-Mi Park, Woojong Han, Shin-Young Ahn, Hari Subramoni, Dhabaleswar K. Panda:
OMB-CXL: A Micro-Benchmark Suite for Evaluating MPI Communication Utilizing Compute Express Link Memory Devices. 27:1-27:8 - Joseph Patrick White, Aaron Weeden, Robert L. DeLeon, Thomas R. Furlani, Matthew D. Jones:
Overview of ACCESS allocated cyberinfrastructure usage. 28:1-28:10
Full Papers: Workforce Developments, Training, Diversity, and Education
- Wesley Brashear, Lisa M. Perez, Elizabeth Leake, Sandra B. Nite, Marinus Pennings, Sheri Stebenne, Honggao Liu, Dhruva Chakravorty:
Cultivating Cyberinfrastructure Careers through Student Engagement at Texas A&M University High Performance Research Computing. 29:1-29:6 - Scott Callaghan, Elsa Gonsiorowski, Weronika Filinger, Ilya Zhukov:
Developing a Successful HPC Mentoring Program at the IHPCSS. 30:1-30:9 - Dhruva Chakravorty, Wesley Brashear, Sarah K. Janes, Tabitha Kripa Samuel, Ralph Zottola, Fidelis Ngang, Stephen Miller, Lisa M. Perez, Honggao Liu:
BRICCs: Building Pathways to Research Cyberinfrastructure at Under Resourced Institutions. 31:1-31:7 - Weronika Filinger, Julie Mullen, Jeremy Cohen, Samantha Wittke, Ann Backhaus:
Building HPC Learning Pathways: Understanding our Community. 32:1-32:7 - Grace Sophia Fishbein, Yashar Esfahani Monfared, Sarah Melanie Clarke, Lydia Vermeyden:
A 'Microcredential in Advanced Computing' Program. 33:1-33:8 - Evan Jaffe, Heechang Na, Douglas Johnson, Trey Dockendorf, Basil Masri Zada:
Stable Diffusion in the Classroom: Deploying interactive GPU-enabled ML workloads with Open OnDemand and Kubernetes. 34:1-34:8 - Bryan Johnston, Lara Timm, David Macleod, John Poole:
Ten Years of the HPC Ecosystems Project - Transforming HPC in Africa for the past decade. 35:1-35:8
Short Papers: Applications and Software
- Joe Bottigliero, Rachana Ananthakrishnan, Kyle Chard, Ryan Chard, Ian T. Foster:
Zero Code and Infrastructure Research Data Portals. 36:1-36:4 - Elizabeth Mae Brooks, Sheri A Sanders, Michael E. Pfrender:
freeCount: A Coding Free Framework for Guided Count Data Visualization and Analysis. 37:1-37:4 - Justin Drake, Niall Gaffney, Nathan Dean Freeman, Erik S. Ferlanti, John Fonner:
Human-powered AI Gym: Lessons Learned as the Test and Evaluation Team for the DARPA SHADE Program: Human-powered AI Gym. 38:1-38:5 - Hilary Egan, Max C. Gallant, Davi Febba Marcelo, Nick Wunder, Joseph Smith, Andriy Zakutayev:
HTEM AI-XRD: Large-scale deployment of AI interpretation of X-Ray Diffraction Spectra. 39:1-39:5 - Julian Halloy, Stephen Qiu, Stanimire Tomov, Kwai Wong:
PyMAGMA: A Python Interface for MAGMA. 40:1-40:4 - Yasith Jayawardana, Dimuthu Wannipurage, Eroma Abeysinghe, Suresh Marru:
Enhancing Research Productivity: Seamless Integration of Personal Devices and HPC Resources with the Cybershuttle Notebook Gateway. 41:1-41:5 - Adam Jordan, Yong Chen:
Security Anomaly Detection in Enterprise GitHub. 42:1-42:5 - Yunfan Kang, Fangzheng Lyu, Shaowen Wang:
NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis. 43:1-43:4 - I Luk Kim, Lan Zhao, Carol X. Song, Wei Siong Neo, Bridgette Kelleher:
Japper: A Comprehensive Framework for Streamlining Jupyter-Based Scientific Web Application Development. 44:1-44:4 - Ian Di Dio Lavore, Vito Giovanni Castellana, John Feo, Marco D. Santambrogio:
Exploring Architectural-Aware Affinity Policies in Modern HPC Runtimes. 45:1-45:5 - Richard Lawrence, Dhruva K. Chakravorty, Lisa M. Perez, Honggao Liu, Zhenhua He, Wesley Brashear, Joshua Winchell, James X. Mao, Chun-Yaung Lu:
Performance of Molecular Dynamics Acceleration Strategies on Composable Cyberinfrastructure. 46:1-46:5 - Junjie Li, Yinzhi Wang, Xiao Liang, Hang Liu:
Automatic BLAS Offloading on Unified Memory Architecture: A Study on NVIDIA Grace-Hopper. 47:1-47:5 - Alexander Michels, Mit Kotak, Anand Padmanabhan, John Speaks, Shaowen Wang:
Providing Accessible Software Environments Across Science Gateways and HPC. 48:1-48:4 - Peter Nadel, Delilah Maloney, Kyle Monahan:
Enabling access to large-language models (LLMs) at scale for higher education. 49:1-49:4 - Dana O'Connor, Paola A. Buitrago:
Property Prediction of Functional Organic Molecular Crystals with Graph Neural Networks. 50:1-50:4 - Rob Quick, Esen Gokpinar Shelton, Jun Wang, Andrew West:
The Event Horizon Science Gateway. 51:1-51:4 - Rodrigo Ristow Hadlich, Gaurav Verma, Tony Curtis, Eva Siegmann, Dimitris Assanis:
A64FX Enables Engine Decarbonization Using Deep Learning. 52:1-52:5 - Dhani Ruhela, Amit Ruhela:
Tuning Apex DQN: A Reinforcement Learning based Deep Q-Network Algorithm. 53:1-53:5 - Jaewoo Shin, Lan Zhao, Carol X. Song, Dikai Xu, Ming Qu, Ananth Grama, Dongyan Xu:
Integrating ML/AI workflows in a Streaming Data Management and Processing Platform for Building Energy Research. 54:1-54:5 - Shruti Shrestha, Yi Jiang, Neranjan Edirisinghe:
Deep Learning-Driven Insights into Cell Migration Dynamics. 55:1-55:5 - Jeanette M. Sperhac, Sandra Gesing, Michael G. Zentner, Claire Stirm, Rob Quick, Joe Stubbs:
AI and Science Gateways: A Promising Combination for Accelerating Science and Research Computing. 56:1-56:4 - Gunner Stone, Alireza Tavakkoli:
NeedLR: Streamlining Point Cloud Annotation for Enhanced Machine Learning Integration. 57:1-57:4 - Alex Storer, Ian Mathews, Erin DeLaney:
Redivis: A Scalable Web Platform for Business Research. 58:1-58:4 - Zixian Wang, Khai Vu, Miro Hodak, Aarush Mehrotra, Francisco Gutierrez, Kyle Smith, Gloria Seo, Austin Garcia, Bryan Chin, Marty Kandes, Mary P. Thomas:
Preliminary Results of the MLPerf BERT Inference Benchmark on AMD Instinct GPUs. 59:1-59:5 - Yucheng Zhang, Payas Bhutra, Xue Li:
nf-core on Open OnDemand: community-curated bioinformatics pipelines for everyone. 60:1-60:5 - Andrea Zonca, Rick Wagner, Julian Borrill:
Cheap and FAIR: A Serverless Research Data Repository for the Next Generation Cosmic Microwave Background Experiment. 61:1-61:4
Short Papers: Systems and System Software
- Rachana Ananthakrishnan, Yadu N. Babuji, Matt Baughman, Josh Bryan, Kyle Chard, Ryan Chard, Ben Clifford, Ian T. Foster, Daniel S. Katz, Kevin Hunter Kesling, Chris Janidlo, Reid Mello, Lei Wang:
Enabling Remote Management of FaaS Endpoints with Globus Compute Multi-User Endpoints. 62:1-62:5 - Fabio Andrijauskas, Derek Weitzel, Frank Würthwein:
Open Science Data Federation - operation and monitoring. 63:1-63:5 - Wesley Brashear, Varshani Reddy, Steven Baum, Dhruva Chakravorty, Francis Dang, Lisa M. Perez, Honggao Liu:
Exploring the Viability of Composable Architectures to Overcome Memory Limitations in High Performance Computing Workflows. 64:1-64:4 - Chansup Byun, Julie Mullen, Albert Iwersen Reuther, William Arcand, William Bergeron, David Bestor, Daniel Burrill, Vijay Gadepally, Michael Houle, Matthew Hubbell, Hayden Jananthan, Michael Jones, Peter Michaleas, Guillermo Morales, Andrew Prout, Antonio Rosa, Charles Yee, Jeremy Kepner, Lauren Milechin:
LLload: Simplifying Real-Time Job Monitoring for HPC Users. 65:1-65:4 - Jonathan Crossett, Jing Qi, William Cowen, Elijah Gagne, Christian Darabos:
Shiny Concurrency: Scaling Single-Threaded and Resource Intensive Applications. 66:1-66:4 - Douglas Dawson:
A Simple Resource Usage Monitor for Users of PBS and Slurm. 67:1-67:4 - Maureen Dougherty, J. Barr von Oehsen, Jason Kaelber, Jeremy Schafer, D. Balamurugan, Morgan K. Ludwig, John Goodhue:
The Evolving ERN Cryo-EM Federated Instrument Pilot Project. 68:1-68:4 - Donald Riffel, Daniel Andresen, Scott Hutchison, William H. Hsu:
Parallel Backfill: Improving HPC System Performance by Scheduling Jobs in Parallel. 69:1-69:4 - David Schanzenbach, Ronald Merrill, Sean B. Cleveland:
The Koa Ecosystem: Supporting Data Intensive Computing and Education in Hawaii. 70:1-70:4 - Raminder Singh, Claire Peters:
Developing ColdFront for Data Centralization and Task Automation. 71:1-71:4 - Tyler J. Skluzacek, Renan Souza, Mark Coletti, Frédéric Suter, Rafael Ferreira da Silva:
Towards Cross-Facility Workflows Orchestration through Distributed Automation. 72:1-72:4 - Ruoshi Sun, Karsten Siller:
HPC Container Management at the University of Virginia. 73:1-73:4 - Strahinja Trecakov, Nicholas Von Wolff:
AggieGrid: from idle PCs to a distributed High-Throughput Computing system. 74:1-74:4 - Manikya Swathi Vallabhajosyula, Sandeep Satish Budhya, Rajiv Ramnath:
Reference Implementation of Smart Scheduler: A CI-Aware, AI-Driven Scheduling Framework for HPC Workloads. 75:1-75:4 - Yongnuo Yang, Fang Liu, Michael D. Weiner, Aaron Jezghani, J. Eric Coulter, Rubén Lara, Ronald Rahaman, Kenneth J. Suda, Jeffrey Valdez, Dee Womack, Dan Zhou:
Exploring Research Dataset-Sharing Strategies for Concurrent AI Workflows. 76:1-76:4
Short Papers: Workforce Developments, Training, Diversity, and Education
- Gladys Andino, Scott Delinger, Jacob Fosso-Tande, Timothy Middelkoop, Claire Mizumoto, David Reddy, Michael Weiner:
Onboarding Research Computing and Data Professionals. 77:1-77:4 - Kirk Anne, Robert Freeman, Chris Reidy, Gabriel King Smith, Gil Speyer, Wei Yin:
Membership and Participation in our RCD Communities: What is it and how are we doing? 78:1-78:5 - Scott Callaghan, Elsa Gonsiorowski, Weronika Filinger, Ilya Zhukov:
IHPCSS: Building Community for Short Training Schools. 79:1-79:4 - Sean B. Cleveland, Shivani Tanaka, Maria Dumanlang, Alexander J. Stokes, Philip M. Johnson, Jason Leigh, Thomas W. Giambelluca, Helen Turner, Gwen A. Jacobs:
Building a Cybertraining program for Climate Scientists in the Pacific to integrate Cyberinfrastructure and Open Science. 80:1-80:4 - Weronika Filinger, Julie Mullen, Jeremy Cohen:
Developing HPC Learning Pathways: Challenges and Recommendations. 81:1-81:4 - Forough Ghahramani, Sunita Kramer, J. Barr von Oehsen, Maureen Dougherty, John Hicks:
Enhancing Research Infrastructure and Workforce Diversity in Higher Education Through Strategic Collaboration and Investment. 82:1-82:4 - Ben Godfrey:
Practical advice for the creation of effective HPC user documentation. 83:1-83:4 - José Ángel Hernández, Marcelina Nagales, Paul van der Mark:
Education and Outreach Strategy Design for High-Performance Computing Centers: Lessons from Florida State University's Research Computing Center. 84:1-84:4 - John Hicks, Dana Brunson, Sarvani Chadalapaka, Forough Ghahramani, Lauren A. Michael, Caroline Carver Weilhamer:
Kickstarting Research Support at Under-Resourced Institutions: A Starter Guide to Advance Your Self-Assessment of Research Computing and Data Capabilities. 85:1-85:4 - Sandra Bonorden Nite, Trenton Gray, Seonhu Lee, Sheri Stebenne:
Engaging Secondary Students in Computing and Cybersecurity. 86:1-86:5 - Robert S. Sinkovits, Nicole Wolter, Marty Charles Kandes, Mary P. Thomas, Monica Sweet:
COMPLECS: COMPrehensive Learning for end-users to Effectively utilize CyberinfraStructure. 87:1-87:4 - Mary P. Thomas, Susan Mehringer, Katharine J. Cahill, Charlie Dey, Brian Guilfoos, David Joiner, John-Paul Navarro, Jeaime H. Powell, Richard Knepper:
Building a Federated Catalog for CyberTraining Materials: The HPC-ED Pilot Project. 88:1-88:5 - Becky Yeager, Jason Yalim, Shelley Knuth, Alana Romanella, Chris Reidy, Ben Nickell:
Identifying high-performance computing needs at member institutions in a regional consortium. 89:1-89:5
Visualization Showcase: Extended Abstracts
- Devin Bayly, Benjamin Kruse, Christopher Reidy:
Streamlit App for Cluster Publication Impact Exploration. 90:1-90:4
Posters: Extended Abstracts
- Samuel Abiola, Susan A. Mengel, Alan Sill:
Use of low-end single board computer clusters to prototype cluster administration and benchmarking. 91:1-91:3 - Michael Beukman, Sayfullah Jumoorty, Jonathan Luke Faller, Eugene de Beste, Bryan Johnston:
Second Life: Enabling a Student Special Interest Group through Decommissioned HPC Systems. 92:1-92:4 - Noah Dahle, Meghan Kwon, Kwai Wong, Stanimire Tomov:
Using Graph Neural Networks to Predict Gene-Autoimmune Disease Associations. 93:1-93:4 - Derek M. DeVries:
Hopes and Hurdles: Containerizing a Research Data Workflow with Globus and Docker Compose. 94:1-94:2 - Reetom Gangopadhyay, Brian Gregor, Katia Bulekova:
module_check - Quality Assurance Tool for Software Installation. 95:1-95:2 - Olivia Heng:
Towards a Facility Efficiency Tracking Application: Improving Metric Granularity to Enable Research on Optimal Work Situations through Software Development. 96:1-96:2 - Rodgers Kimera, Christopher J. Whalen, Matthew X. Economou:
HPC Journey in a Resource Constrained Environment: A case of The African Center of Excellence in Bioinformatics and Data Intensive Science, Uganda. 97:1-97:3 - Jianxiong Li:
Transforming Container Experience: Turning Singularity Images into Loadable Environment Modules. 98:1-98:2 - Louis Li, Abdulrahman Alkurdi, Alisa Kang, Katia Bulekova:
Optimizing Anxiety Detection Algorithms. 99:1-99:3 - Kevin Menear, Connor Scully-Allison, Dmitry Duplyakin:
Quantifying Uncertainty in HPC Job Queue Time Predictions. 100:1-100:3 - Megan Oelgoetz, Tony Walker:
Improving an NSF ACCESS Program AI Chatbot: Response Data Logistic Regression. 101:1-101:3 - Josko Plazonic, Jonathan Halverson:
The Jobstats Job Monitoring Platform for CPU and GPU Clusters. 102:1-102:2 - Igor Sfiligoi, Emily A. Belli, Jeff Candy:
The benefits of HBM memory for CPU-based fusion simulations. 103:1-103:2 - Sagnik Singha, Asma Harun, Jerzy Blawzdziewicz:
Parallelization and optimization of a fluid-structure interaction code to simulate ciliary transport. 104:1-104:4 - Shawn D. Slavin, Scott Birch, Alan Walsh:
Enabling High-Performance Visual Computing with Jetstream 2. 105:1-105:3 - Cody Stevens, Sean Anderson, Adam Carlson:
Integrating High Performance Computing into Higher Education and the Pedagogy of Cluster Computing. 106:1-106:3 - Julian A. Uran, Mei-Yu Wang, Dana O'Connor, Sergiu Sanielevici, Paola A. Buitrago:
Harnessing the Power of the Neocortex System: Open Call for Research Applications. 107:1-107:3 - Manikya Swathi Vallabhajosyula, Sandeep Satish Budhya, Akanksha Jain, Maaz Baig, Rajiv Ramnath:
Orchestrating a DNN training job using an iScheduler Framework: a use case. 108:1-108:3 - Kristina Wilson, Clifford Li, Hon Man Lau, Kwai Wong, Stanimire Tomov:
Implementing Single-precision and Half-precision Tensor Operations. 109:1-109:4 - Jeffrey Woodford, Marcus Bond, Colin Degraf, Xiaoyuan Suo, Baoqiang Yan, Chip Byers:
Development of Undergraduate High-Performance Computing Capacity with the CIMUSE Consortium. 110:1-110:3 - Matt Yoder, Juan Puerto:
Visualization Evolution: Changing Software for a Changing Coast. 111:1-111:3
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