Zobrazeno 1 - 10
of 1 211
pro vyhledávání: '"Bestor A"'
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:
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:
Zhao, Dan, Samsi, Siddharth, McDonald, Joseph, Li, Baolin, Bestor, David, Jones, Michael, Tiwari, Devesh, Gadepally, Vijay
As research and deployment of AI grows, the computational burden to support and sustain its progress inevitably does too. To train or fine-tune state-of-the-art models in NLP, computer vision, etc., some form of AI hardware acceleration is virtually
Externí odkaz:
http://arxiv.org/abs/2402.18593
Autor:
Jananthan, Hayden, Kepner, Jeremy, Jones, Michael, Arcand, William, Bestor, David, Bergeron, William, Byun, Chansup, Davis, Timothy, Gadepally, Vijay, Grant, Daniel, Houle, Michael, Hubbell, Matthew, Klein, Anna, Milechin, Lauren, Morales, Guillermo, Morris, Andrew, Mullen, Julie, Patel, Ritesh, Pentland, Alex, Pisharody, Sandeep, Prout, Andrew, Reuther, Albert, Rosa, Antonio, Samsi, Siddharth, Trigg, Tyler, Wachman, Gabriel, Yee, Charles, Michaleas, Peter
Expanding the scientific tools available to protect computer networks can be aided by a deeper understanding of the underlying statistical distributions of network traffic and their potential geometric interpretations. Analyses of large scale network
Externí odkaz:
http://arxiv.org/abs/2310.00522
Autor:
Byun, Chansup, Arcand, William, Bestor, David, Bergeron, Bill, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jananthan, Hayden, Jones, Michael, Klein, Anna, Michaleas, Peter, Milechin, Lauren, Morales, Guillermo, Mullen, Julie, Prout, Andrew, Reuther, Albert, Rosa, Antonio, Samsi, Siddharth, Yee, Charles, Kepner, Jeremy
pPython seeks to provide a parallel capability that provides good speed-up without sacrificing the ease of programming in Python by implementing partitioned global array semantics (PGAS) on top of a simple file-based messaging library (PythonMPI) in
Externí odkaz:
http://arxiv.org/abs/2309.03931