HPC with Enhanced User Separation

Authors: Prout, Andrew, Reuther, Albert, Houle, Michael, Jones, Michael, Michaleas, Peter, Anderson, LaToya, Arcand, William, Bergeron, Bill, Bestor, David, Bonn, Alex, Burrill, Daniel, Byun, Chansup, Gadepally, Vijay, Hubbell, Matthew, Jananthan, Hayden, Luszczek, Piotr, Milechin, Lauren, Morales, Guillermo, Mullen, Julie, Rosa, Antonio, Yee, Charles, Kepner, Jeremy

Source: SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis SC-W High Performance Computing, Networking, Storage and Analysis, SC24-W: Workshops of the International Conference for. :1765-1772 Nov, 2024

Relation: SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis

SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning

Authors: Tahmid, Tokey, Gates, Mark, Luszczek, Piotr, Schuman, Catherine D.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2502.17496

LLload: An Easy-to-Use HPC Utilization Tool

Authors: Byun, Chansup, Reuther, Albert, Mullen, Julie, Anderson, LaToya, Arcand, William, Bergeron, Bill, Bestor, David, Bonn, Alexander, Burrill, Daniel, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jananthan, Hayden, Jones, Michael, Luszczek, Piotr, Michaleas, Peter, Milechin, Lauren, Morales, Guillermo, Prout, Andrew, Rosa, Antonio, Yee, Charles, Kepner, Jeremy

Source: 2024 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2024 IEEE. :1-9 Sep, 2024

Relation: 2024 IEEE High Performance Extreme Computing Conference (HPEC)

What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic

Authors: Kepner, Jeremy, Jananthan, Hayden, Jones, Michael, Arcand, William, Bestor, David, Bergeron, William, Burrill, Daniel, Buluc, Aydin, Byun, Chansup, Davis, Timothy, Gadepally, Vijay, Grant, Daniel, Houle, Michael, Hubbell, Matthew, Luszczek, Piotr, Milechin, Lauren, Milner, Chasen, Morales, Guillermo, Morris, Andrew, Mullen, Julie, Patel, Ritesh, Pentland, Alex, Pisharody, Sandeep, Prout, Andrew, Reuther, Albert, Rosa, Antonio, Wachman, Gabriel, Yee, Charles, Michaleas, Peter

Source: 2024 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2024 IEEE. :1-7 Sep, 2024

Relation: 2024 IEEE High Performance Extreme Computing Conference (HPEC)

GPU Sharing with Triples Mode

Authors: Byun, Chansup, Reuther, Albert, Anderson, LaToya, Arcand, William, Bergeron, Bill, Bestor, David, Bonn, Alexander, Burrill, Daniel, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jananthan, Hayden, Jones, Michael, Luszczek, Piotr, Michaleas, Peter, Milechin, Lauren, Morales, Guillermo, Mullen, Julie, Prout, Andrew, Rosa, Antonio, Yee, Charles, Kepner, Jeremy

Source: 2024 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2024 IEEE. :1-7 Sep, 2024

Relation: 2024 IEEE High Performance Extreme Computing Conference (HPEC)

Supercomputer 3D Digital Twin for User Focused Real-Time Monitoring

Authors: Bergeron, Bill, Hubbell, Matthew, Mojica, Daniel, Reuther, Albert, Arcand, William, Bestor, David, Burrill, Daniel, Byun, Chansup, Gadepally, Vijay, Houle, Michael, Jananthan, Hayden, Jones, Michael, Luszczek, Piotr, Michaleas, Peter, Milechin, Lauren, Mullen, Julie, Prout, Andrew, Rosa, Antonio, Yee, Charles, Kepner, Jeremy

Source: 2024 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2024 IEEE. :1-8 Sep, 2024

Relation: 2024 IEEE High Performance Extreme Computing Conference (HPEC)

Anonymized Network Sensing Graph Challenge

Authors: Jananthan, Hayden, Jones, Michael, Arcand, William, Bestor, David, Bergeron, William, Burrill, Daniel, Buluc, Aydin, Byun, Chansup, Davis, Timothy, Gadepally, Vijay, Grant, Daniel, Houle, Michael, Hubbell, Matthew, Luszczek, Piotr, Michaleas, Peter, Milechin, Lauren, Milner, Chasen, Morales, Guillermo, Morris, Andrew, Mullen, Julie, Patel, Ritesh, Pentland, Alex, Pisharody, Sandeep, Prout, Andrew, Reuther, Albert, Rosa, Antonio, Wachman, Gabriel, Yee, Charles, Kepner, Jeremy

Source: 2024 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2024 IEEE. :1-8 Sep, 2024

Relation: 2024 IEEE High Performance Extreme Computing Conference (HPEC)

Towards Scalable and Efficient Spiking Reinforcement Learning for Continuous Control Tasks

Authors: Tahmid, Tokey, Gates, Mark, Luszczek, Piotr, Schuman, Catherine

Source: 2024 International Conference on Neuromorphic Systems (ICONS) ICONS Neuromorphic Systems (ICONS), 2024 International Conference on. :331-335 Jul, 2024

Relation: 2024 International Conference on Neuromorphic Systems (ICONS)

Interface for Sparse Linear Algebra Operations

Authors: Abdelfattah, Ahmad, Ahrens, Willow, Anzt, Hartwig, Armstrong, Chris, Brock, Ben, Buluc, Aydin, Busato, Federico, Cojean, Terry, Davis, Tim, Demmel, Jim, Dinh, Grace, Gardener, David, Fiala, Jan, Gates, Mark, Haider, Azzam, Imamura, Toshiyuki, Lara, Pedro Valero, Moreira, Jose, Li, Sherry, Luszczek, Piotr, Melichenko, Max, Moeira, Jose, Mokwinski, Yvan, Murray, Riley, Patty, Spencer, Peles, Slaven, Ribizel, Tobias, Riedy, Jason, Rajamanickam, Siva, Sao, Piyush, Shantharam, Manu, Teranishi, Keita, Tomov, Stan, Tsai, Yu-Hsiang, Weichelt, Heiko

Subject Terms: Computer Science - Mathematical Software

Access URL: http://arxiv.org/abs/2411.13259

Supercomputer 3D Digital Twin for User Focused Real-Time Monitoring

Authors: Bergeron, William, Hubbell, Matthew, Mojica, Daniel, Reuther, Albert, Arcand, William, Bestor, David, Burrill, Daniel, Chansup, Byun, Gadepally, Vijay, Houle, Michael, Jananthan, Hayden, Jones, Michael, Luszczek, Piotr, Michaleas, Peter, Milechin, Lauren, Prout, Julie Mullen Andrew, Rosa, Antonio, Yee, Charles, Kepner, Jeremy

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2410.00688

PAQR: Pivoting Avoiding QR factorization

Authors: Sid-Lakhdar, Wissam, Cayrols, Sebastien, Bielich, Daniel, Abdelfattah, Ahmad, Luszczek, Piotr, Gates, Mark, Tomov, Stanimire, Johansen, Hans, Williams-Young, David, Davis, Timothy, Dongarra, Jack, Anzt, Hartwig

Source: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) IPDPS Parallel and Distributed Processing Symposium (IPDPS), 2023 IEEE International. :322-332 May, 2023

Relation: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

High-Performance GMRES Multi-Precision Benchmark: Design, Performance, and Challenges

Authors: Yamazaki, Ichitaro, Glusa, Christian, Loe, Jennifer, Luszczek, Piotr, Rajamanickam, Sivasankaran, Dongarra, Jack

Source: 2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) PMBS Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS), 2022 IEEE/ACM International Workshop on. :112-122 Nov, 2022

Relation: 2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS)

Mixed-Precision Algorithm for Finding Selected Eigenvalues and Eigenvectors of Symmetric and Hermitian Matrices1

Authors: Tsai, Yaohung M., Luszczek, Piotr, Dongarra, Jack

Source: 2022 IEEE/ACM Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH) SCALAH Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH), 2022 IEEE/ACM Workshop on. :43-50 Nov, 2022

Relation: 2022 IEEE/ACM Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH)

Threshold Pivoting for Dense LU Factorization

Authors: Lindquist, Neil, Gates, Mark, Luszczek, Piotr, Dongarra, Jack

Source: 2022 IEEE/ACM Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH) SCALAH Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH), 2022 IEEE/ACM Workshop on. :34-42 Nov, 2022

Relation: 2022 IEEE/ACM Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems (ScalAH)

Proposed Consistent Exception Handling for the BLAS and LAPACK

Authors: Demmel, James, Dongarra, Jack, Gates, Mark, Henry, Greg, Langou, Julien, Li, Xiaoye, Luszczek, Piotr, Pereira, Weslley, Riedy, Jason, Rubio-Gonzalez, Cindy

Source: 2022 IEEE/ACM Sixth International Workshop on Software Correctness for HPC Applications (Correctness) CORRECTNESS Software Correctness for HPC Applications (Correctness), 2022 IEEE/ACM Sixth International Workshop on. :1-9 Nov, 2022

Relation: 2022 IEEE/ACM Sixth International Workshop on Software Correctness for HPC Applications (Correctness)

Generalizing Random Butterfly Transforms to Arbitrary Matrix Sizes

Authors: Lindquist, Neil, Luszczek, Piotr, Dongarra, Jack

Source: ACM Trans. Math. Softw. October 2024.

Subject Terms: Mathematics - Numerical Analysis, 65F05, G.1, G.4

Access URL: http://arxiv.org/abs/2312.09376

CholeskyQR with Randomization and Pivoting for Tall Matrices (CQRRPT)

Authors: Melnichenko, Maksim, Balabanov, Oleg, Murray, Riley, Demmel, James, Mahoney, Michael W., Luszczek, Piotr

Subject Terms: Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2311.08316

Deep Gaussian process with multitask and transfer learning for performance optimization

Authors: Sid-Lakhdar, Wissam M., Aznaveh, Mohsen, Luszczek, Piotr, Dongarra, Jack

Source: 2022 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2022 IEEE. :1-7 Sep, 2022

Relation: 2022 IEEE High Performance Extreme Computing Conference (HPEC)

Surrogate ML/AI Model Benchmarking for FAIR Principles' Conformance

Authors: Luszczek, Piotr, Brown, Cade

Source: 2022 IEEE High Performance Extreme Computing Conference (HPEC) High Performance Extreme Computing Conference (HPEC), 2022 IEEE. :1-5 Sep, 2022

Relation: 2022 IEEE High Performance Extreme Computing Conference (HPEC)

Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software

Authors: Murray, Riley, Demmel, James, Mahoney, Michael W., Erichson, N. Benjamin, Melnichenko, Maksim, Malik, Osman Asif, Grigori, Laura, Luszczek, Piotr, Dereziński, Michał, Lopes, Miles E., Liang, Tianyu, Luo, Hengrui, Dongarra, Jack

Subject Terms: Mathematics - Numerical Analysis, Computer Science - Mathematical Software, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2302.11474