Zobrazeno 1 - 10
of 755
pro vyhledávání: '"Kepner P"'
Autor:
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
There is a tremendous amount of interest in AI/ML technologies due to the proliferation of generative AI applications such as ChatGPT. This trend has significantly increased demand on GPUs, which are the workhorses for training AI models. Due to the
Externí odkaz:
http://arxiv.org/abs/2410.22254
Autor:
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
The increasing use and cost of high performance computing (HPC) requires new easy-to-use tools to enable HPC users and HPC systems engineers to transparently understand the utilization of resources. The MIT Lincoln Laboratory Supercomputing Center (L
Externí odkaz:
http://arxiv.org/abs/2410.21036
Autor:
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
Real-time supercomputing performance analysis is a critical aspect of evaluating and optimizing computational systems in a dynamic user environment. The operation of supercomputers produce vast quantities of analytic data from multiple sources and of
Externí odkaz:
http://arxiv.org/abs/2410.00688
Autor:
Houle, Michael, Jones, Michael, Wallmeyer, Dan, Brodeur, Risa, Burr, Justin, Jananthan, Hayden, Merrell, Sam, Michaleas, Peter, Perez, Anthony, Prout, Andrew, Kepner, Jeremy
Hypersparse traffic matrices constructed from network packet source and destination addresses is a powerful tool for gaining insights into network traffic. SuiteSparse: GraphBLAS, an open source package or building, manipulating, and analyzing large
Externí odkaz:
http://arxiv.org/abs/2409.12297
Autor:
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
HPC systems used for research run a wide variety of software and workflows. This software is often written or modified by users to meet the needs of their research projects, and rarely is built with security in mind. In this paper we explore several
Externí odkaz:
http://arxiv.org/abs/2409.10770
Autor:
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
The MIT/IEEE/Amazon GraphChallenge encourages community approaches to developing new solutions for analyzing graphs and sparse data derived from social media, sensor feeds, and scientific data to discover relationships between events as they unfold i
Externí odkaz:
http://arxiv.org/abs/2409.08115
Autor:
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
Understanding what is normal is a key aspect of protecting a domain. Other domains invest heavily in observational science to develop models of normal behavior to better detect anomalies. Recent advances in high performance graph libraries, such as t
Externí odkaz:
http://arxiv.org/abs/2409.03111
Autor:
Byun, Chansup, Mullen, Julia, Reuther, Albert, Arcand, William, Bergeron, William, Bestor, David, Burrill, Daniel, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jananthan, Hayden, Jones, Michael, Michaleas, Peter, Morales, Guillermo, Prout, Andrew, Rosa, Antonio, Yee, Charles, Kepner, Jeremy, Milechin, Lauren
One of the more complex tasks for researchers using HPC systems is performance monitoring and tuning of their applications. Developing a practice of continuous performance improvement, both for speed-up and efficient use of resources is essential to
Externí odkaz:
http://arxiv.org/abs/2407.01481
Autor:
Milner, Chasen, Jananthan, Hayden, Kepner, Jeremy, Gadepally, Vijay, Jones, Michael, Michaleas, Peter, Patel, Ritesh, Pisharody, Sandeep, Wachman, Gabriel, Pentland, Alex
The Internet has become a critical domain for modern society that requires ongoing efforts for its improvement and protection. Network traffic matrices are a powerful tool for understanding and analyzing networks and are broadly taught in online grap
Externí odkaz:
http://arxiv.org/abs/2404.14643
The exponential growth of data has sparked computational demands on ML research and industry use. Sparsification of hyper-parametrized deep neural networks (DNNs) creates simpler representations of complex data. Past research has shown that some spar
Externí odkaz:
http://arxiv.org/abs/2311.03609