Abstract is missing.
- Semantic-Aware Lossless Data Compression for Deep Learning Recommendation Model (DLRM)Sarunya Pumma, Abhinav Vishnu. 1-8 [doi]
- Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance ComputingLogan T. Ward, Ganesh Sivaraman, J. Gregory Pauloski, Yadu N. Babuji, Ryan Chard, Naveen Dandu, Paul C. Redfern, Rajeev S. Assary, Kyle Chard, Larry A. Curtiss, Rajeev Thakur, Ian T. Foster. 9-20 [doi]
- Production Deployment of Machine-Learned Rotorcraft Surrogate Models on HPCWesley Brewer, Daniel Martínez, Mathew Boyer, Dylan Jude, Andy Wissink, Ben Parsons, Junqi Yin, Valentine Anantharaj. 21-32 [doi]
- MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC SystemsSteven Farrell, Murali Emani, Jacob Balma, Lukas Drescher, Aleksandr Drozd, Andreas Fink, Geoffrey C. Fox, David Kanter, Thorsten Kurth, Peter Mattson, Dawei Mu, Amit Ruhela, Kento Sato, Koichi Shirahata, Tsuguchika Tabaru, Aristeidis Tsaris, Jan Balewski, Ben Cumming, Takumi Danjo, Jens Domke, Takaaki Fukai, Naoto Fukumoto, Tatsuya Fukushi, Balazs Gerofi, Takumi Honda, Toshiyuki Imamura, Akihiko Kasagi, Kentaro Kawakami, Shuhei Kudo, Akiyoshi Kuroda, Maxime Martinasso, Satoshi Matsuoka, Henrique Mendonça, Kazuki Minami, Prabhat Ram, Takashi Sawada, Mallikarjun Shankar, Tom St. John, Akihiro Tabuchi, Venkatram Vishwanath, Mohamed Wahib, Masafumi Yamazaki, Junqi Yin. 33-45 [doi]
- High-Performance Deep Learning Toolbox for Genome-Scale Prediction of Protein Structure and FunctionMu Gao, Peik Lund-Andersen, Alex Morehead, Sajid Mahmud, Chen Chen, Xiao Chen, Nabin Giri, Raj S. Roy, Farhan Quadir, T. Chad Effler, Ryan Prout, Subil Abraham, Wael R. Elwasif, Nicholas Quentin Haas, Jeffrey Skolnick, Jianlin Cheng, Ada Sedova. 46-57 [doi]
- HPCFAIR: Enabling FAIR AI for HPC ApplicationsGaurav Verma, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Xipeng Shen, Barbara M. Chapman. 58-68 [doi]
- HPC Ontology: Towards a Unified Ontology for Managing Training Datasets and AI Models for High-Performance ComputingChunhua Liao, Pei-Hung Lin, Gaurav Verma, Tristan Vanderbruggen, Murali Emani, Zifan Nan, Xipeng Shen. 69-80 [doi]
- HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter OptimizationVincent Dumont, Casey Garner, Anuradha Trivedi, Chelsea Jones, Vidya Ganapati, Juliane Mueller, Talita Perciano, Mariam Kiran, Marc Day. 81-93 [doi]
- Is Disaggregation possible for HPC Cognitive Simulation?Michael R. Wyatt II, Valen Yamamoto, Zoë Tosi, Ian Karlin, Brian Van Essen. 94-105 [doi]