Burt Holzman

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 18

Top Topics

High Energy Physics

Decision Support

Grid Infrastructures

Top Venues

Comput. Softw. Big Sci.

Mach. Learn. Sci. Technol.

Publications

Claire Savard, Nicholas Manganelli, Burt Holzman, Lindsey Gray, Alexx Perloff, Kevin Pedro, Kevin Stenson, Keith Ulmer
Optimizing High-Throughput Inference on Graph Neural Networks at Shared Computing Facilities with the NVIDIA Triton Inference Server. Comput. Softw. Big Sci. 8 (1) (2024)
Tejin Cai, Kenneth Herner, Tingjun Yang, Michael Wang, Maria Acosta Flechas, Philip C. Harris, Burt Holzman, Kevin Pedro, Nhan Tran
Accelerating Machine Learning Inference with GPUs in ProtoDUNE Data Processing. Comput. Softw. Big Sci. 7 (1) (2023)
Tejin Cai, Kenneth Herner, Tingjun Yang, Michael Wang, Maria Acosta Flechas, Philip C. Harris, Burt Holzman, Kevin Pedro, Nhan Tran
Accelerating Machine Learning Inference with GPUs in ProtoDUNE Data Processing. CoRR (2023)
Maria Acosta Flechas, Garhan Attebury, Kenneth Bloom, Brian Bockelman, Lindsey Gray, Burt Holzman, Carl Lundstedt, Oksana Shadura, Nicholas Smith, John Thiltges
Collaborative Computing Support for Analysis Facilities Exploiting Software as Infrastructure Techniques. CoRR (2022)
Philip C. Harris, Erik Katsavounidis, William Patrick McCormack, Dylan S. Rankin, Yongbin Feng, Abhijith Gandrakota, Christian Herwig, Burt Holzman, Kevin Pedro, Nhan Tran, Tingjun Yang, Jennifer Ngadiuba, Michael Coughlin, Scott Hauck, Shih-Chieh Hsu, Elham E Khoda, Deming Chen, Mark S. Neubauer, Javier M. Duarte, Georgia Karagiorgi, Mia Liu
Physics Community Needs, Tools, and Resources for Machine Learning. CoRR (2022)
Jeffrey D. Krupa, Kelvin Lin, Maria Acosta Flechas, Jack Dinsmore, Javier M. Duarte, Philip C. Harris, Scott Hauck, Burt Holzman, Shih-Chieh Hsu, Thomas Klijnsma, Mia Liu, Kevin Pedro, Dylan S. Rankin, Natchanon Suaysom, Matt Trahms, Nhan Tran
GPU coprocessors as a service for deep learning inference in high energy physics. Mach. Learn. Sci. Technol. 2 (3) (2021)
Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomas E. Muller Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, SeyedRamin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Thomas K. Warburton, Maria Acosta Flechas, Anthony Aportela, Thomas Calvet, Leonardo Cristella, Daniel Diaz, Caterina Doglioni, Maria Domenica Galati, Elham E Khoda, Farah Fahim, Davide Giri, Benjamin Hawks, Duc Hoang, Burt Holzman, Shih-Chieh Hsu, Sergo Jindariani, Iris Johnson, Raghav Kansal, Ryan Kastner, Erik Katsavounidis, Jeffrey Krupa, Pan Li, Sandeep Madireddy, Ethan Marx, Patrick McCormack, Andres Meza, Jovan Mitrevski, Mohammed Attia Mohammed, Farouk Mokhtar, Eric Moreno, Srishti Nagu, Rohin Narayan, Noah Palladino, Zhiqiang Que, Sang Eon Park, Subramanian Ramamoorthy, Dylan Rankin, Simon Rothman, Ashish Sharma, Sioni Summers, Pietro Vischia, Jean-Roch Vlimant, Olivia Weng
Applications and Techniques for Fast Machine Learning in Science. CoRR (2021)
Michael Wang, Tingjun Yang, Maria Acosta Flechas, Philip C. Harris, Benjamin Hawks, Burt Holzman, Kyle Knoepfel, Jeffrey D. Krupa, Kevin Pedro, Nhan Tran
GPU-accelerated machine learning inference as a service for computing in neutrino experiments. CoRR (2020)
Dylan S. Rankin, Jeffrey D. Krupa, Philip C. Harris, Maria Acosta Flechas, Burt Holzman, Thomas Klijnsma, Kevin Pedro, Nhan Tran, Scott Hauck, Shih-Chieh Hsu, Matthew Trahms, Kelvin Lin, Yu Lou, Ta-Wei Ho, Javier M. Duarte, Mia Liu
FPGAs-as-a-Service Toolkit (FaaST). H2RC@SC (2020)
Jeffrey D. Krupa, Kelvin Lin, Maria Acosta Flechas, Jack Dinsmore, Javier M. Duarte, Philip C. Harris, Scott Hauck, Burt Holzman, Shih-Chieh Hsu, Thomas Klijnsma, Mia Liu, Kevin Pedro, Natchanon Suaysom, Matt Trahms, Nhan Tran
GPU coprocessors as a service for deep learning inference in high energy physics. CoRR (2020)
Michael Wang, Tingjun Yang, Maria Acosta Flechas, Philip C. Harris, Benjamin Hawks, Burt Holzman, Kyle Knoepfel, Jeffrey D. Krupa, Kevin Pedro, Nhan Tran
GPU-Accelerated Machine Learning Inference as a Service for Computing in Neutrino Experiments. Frontiers Big Data 3 (2020)
Dylan Sheldon Rankin, Jeffrey D. Krupa, Philip C. Harris, Maria Acosta Flechas, Burt Holzman, Thomas Klijnsma, Kevin Pedro, Nhan Tran, Scott Hauck, Shih-Chieh Hsu, Matthew Trahms, Kelvin Lin, Yu Lou, Ta-Wei Ho, Javier M. Duarte, Mia Liu
FPGAs-as-a-Service Toolkit (FaaST). CoRR (2020)
Javier M. Duarte, Philip C. Harris, Scott Hauck, Burt Holzman, Shih-Chieh Hsu, Sergo Jindariani, Suffian Khan, Benjamin Kreis, Brian Lee, Mia Liu, Vladimir Loncar, Jennifer Ngadiuba, Kevin Pedro, Brandon Perez, Maurizio Pierini, Dylan S. Rankin, Nhan Tran, Matthew Trahms, Aristeidis Tsaris, Colin Versteeg, Ted W. Way, Dustin Werran, Zhenbin Wu
FPGA-Accelerated Machine Learning Inference as a Service for Particle Physics Computing. Comput. Softw. Big Sci. 3 (1) (2019)
Parag Mhashilkar, Mine Altunay, Eileen Berman, W. David Dagenhart, Stuart Fuess, Burt Holzman, James B. Kowalkowski, Dmitry Litvintsev, Qiming Lu, Alexander Moibenko, Marc F. Paterno, Panagiotis Spentzouris, Steven Timm, Anthony Tiradani, Eric Vaandering, John Hover, Jose Caballero Bejar
HEPCloud, an Elastic Hybrid HEP Facility using an Intelligent Decision Support System. CoRR (2019)
Mine Altunay, W. David Dagenhart, Stuart Fuess, Burt Holzman, Jim Kowalkowski, Dmitry Litvintsev, Qiming Lu, Parag Mhashilkar, Alexander Moibenko, Marc F. Paterno, Panagiotis Spentzouris, Steven Timm, Anthony Tiradani
Intelligently-automated facilities expansion with the HEPCloud Decision Engine. CoRR (2018)
Parag Mhashilkar, Mine Altunay, William Dagenhart, Stuart Fuess, Burt Holzman, Jim Kowalkowski, Dmitry Litvintsev, Qiming Lu, Alexander Moibenko, Marc F. Paterno, Panagiotis Spentzouris, Steven Timm, Anthony Tiradani
Intelligently-Automated Facilities Expansion with the HEPCloud Decision Engine. CCGrid (2018)
Burt Holzman, Lothar Bauerdick, Brian Bockelman, Dave Dykstra, Ian Fisk, Stuart Fuess, Gabriele Garzoglio, Maria Girone, Oliver Gutsche, Dirk Hufnagel, Hyunwoo Kim, Robert Kennedy, Nicolò Magini, David Mason, Panagiotis Spentzouris, Anthony Tiradani, Steven Timm, Eric Wayne Vaandering
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation. CoRR (2017)
Burt Holzman, Lothar Bauerdick, Brian Bockelman, Dave Dykstra, Ian Fisk, Stuart Fuess, Gabriele Garzoglio, Maria Girone, Oliver Gutsche, Dirk Hufnagel, Hyunwoo Kim, Robert Kennedy, Nicolò Magini, David Mason, Panagiotis Spentzouris, Anthony Tiradani, Steven Timm, Eric Wayne Vaandering
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation. Comput. Softw. Big Sci. 1 (1) (2017)
David Abdurachmanov, Peter Elmer, Giulio Eulisse, Paola Grosso, Curtis W. Hillegas, Burt Holzman, Sander Klous, Robert Knight, Shahzad Muzaffar
Power-aware applications for scientific cluster and distributed computing. CoRR (2014)
Igor Sfiligoi, Anthony Tiradani, Burt Holzman, Daniel C. Bradley
The glideinWMS Approach to the Ownership of System Images in the Cloud World. CLOSER (2012)
Mats Rynge, Gideon Juve, Gaurang Mehta, Ewa Deelman, Krista Larson, Burt Holzman, Igor Sfiligoi, Frank Würthwein, G. Bruce Berriman, Scott Callaghan
Experiences Using GlideinWMS and the Corral Frontend across Cyberinfrastructures. eScience (2011)
Igor Sfiligoi, Daniel C. Bradley, Burt Holzman, Parag Mhashilkar, Sanjay Padhi, Frank Würthwein
The Pilot Way to Grid Resources Using glideinWMS. CSIE (2) (2009)
Klaus Rabbertz, Michael Thomas, Shaun Ashby, Marco Corvo, Stefano Argirò, Nikolay Darmenov, Ramzy Darwish, David Evans, Burt Holzman, Natalie Ratnikova, Shahzad Muzaffar, Andreas Nowack, Tony Wildish, Bockjoo Kim, Joanna Weng, Volker Büge
CMS Software Distribution on the LCG and OSG Grids CoRR (2006)