Detecting Pathogen Exposure During the Non-symptomatic Incubation Period Using Physiological Data: Proof of Concept in Non-human Primates
Davis, Shakti, Milechin, Lauren, Patel, Tejash, Hernandez, Mark, Ciccarelli, Greg, Samsi, Siddharth, Hensley, Lisa, Goff, Arthur, Trefry, John, Johnston, Sara, Purcell, Bret, Cabrera, Catherine, Fleischman, Jack, Reuther, Albert, Claypool, Kajal, Rossi, Franco, Honko, Anna, Pratt, William, Swiston, Albert
Published in Frontiers in physiology (03.09.2021)
Published in Frontiers in physiology (03.09.2021)
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Journal Article
Survey and Benchmarking of Machine Learning Accelerators
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2019 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2019)
Published in 2019 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2019)
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Conference Proceeding
A Comparison of Eleven Static Heuristics for Mapping a Class of Independent Tasks onto Heterogeneous Distributed Computing Systems
Braun, Tracy D, Siegel, Howard Jay, Beck, Noah, Bölöni, Ladislau L, Maheswaran, Muthucumaru, Reuther, Albert I, Robertson, James P, Theys, Mitchell D, Yao, Bin, Hensgen, Debra, Freund, Richard F
Published in Journal of parallel and distributed computing (01.06.2001)
Published in Journal of parallel and distributed computing (01.06.2001)
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Journal Article
Scalable system scheduling for HPC and big data
Reuther, Albert, Byun, Chansup, Arcand, William, Bestor, David, Bergeron, Bill, Hubbell, Matthew, Jones, Michael, Michaleas, Peter, Prout, Andrew, Rosa, Antonio, Kepner, Jeremy
Published in Journal of parallel and distributed computing (01.01.2018)
Published in Journal of parallel and distributed computing (01.01.2018)
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Journal Article
Learning by doing, High Performance Computing education in the MOOC era
Mullen, Julia, Byun, Chansup, Gadepally, Vijay, Samsi, Siddharth, Reuther, Albert, Kepner, Jeremy
Published in Journal of parallel and distributed computing (01.07.2017)
Published in Journal of parallel and distributed computing (01.07.2017)
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Journal Article
A taxonomy for describing matching and scheduling heuristics for mixed-machine heterogeneous computing systems
Braun, T.D., Siegel, H.J., Beck, N., Boloni, L., Maheswaran, M., Reuther, A.I., Robertson, J.P., Theys, M.D., Bin Yao
Published in Proceedings - Symposium on Reliable Distributed Systems (1998)
Published in Proceedings - Symposium on Reliable Distributed Systems (1998)
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Conference Proceeding
Journal Article
Survey of Machine Learning Accelerators
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2020 IEEE High Performance Extreme Computing Conference (HPEC) (22.09.2020)
Published in 2020 IEEE High Performance Extreme Computing Conference (HPEC) (22.09.2020)
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Conference Proceeding
Lessons Learned from a Decade of Providing Interactive, On-Demand High Performance Computing to Scientists and Engineers
Mullen, Julia, Reuther, Albert, Arcand, William, Bergeron, Bill, Bestor, David, Byun, Chansup, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jones, Michael, Klein, Anna, Michaleas, Peter, Milechin, Lauren, Prout, Andrew, Rosa, Antonio, Samsi, Siddharth, Yee, Charles, Kepner, Jeremy
Published in High Performance Computing
Published in High Performance Computing
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Book Chapter
Global Pattern Search at Scale
Crouser, R. Jordan, Schmidt, Matthew C., Kelley, Stephen, Miller, Benjamin, Hook, Daniel, Edwards, Lauren, Milosavljevic, Maja, Michel, Elizabeth, Ferme, Elizabeth, Carrington, Robert, Reuther, Albert I.
Published in 2015 IEEE International Symposium on Technologies for Homeland Security (HST) (01.04.2015)
Published in 2015 IEEE International Symposium on Technologies for Homeland Security (HST) (01.04.2015)
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Conference Proceeding
Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis
Reuther, Albert, Kepner, Jeremy, Byun, Chansup, Samsi, Siddharth, Arcand, William, Bestor, David, Bergeron, Bill, Gadepally, Vijay, Houle, Michael, Hubbell, Matthew, Jones, Michael, Klein, Anna, Milechin, Lauren, Mullen, Julia, Prout, Andrew, Rosa, Antonio, Yee, Charles, Michaleas, Peter
Published in 2018 IEEE High Performance extreme Computing Conference (HPEC) (01.09.2018)
Published in 2018 IEEE High Performance extreme Computing Conference (HPEC) (01.09.2018)
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Conference Proceeding
AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications
Li, Baolin, Arora, Rohin, Samsi, Siddharth, Patel, Tirthak, Arcand, William, Bestor, David, Byun, Chansup, Roy, Rohan Basu, Bergeron, Bill, Holodnak, John, Houle, Michael, Hubbell, Matthew, Jones, Michael, Kepner, Jeremy, Klein, Anna, Michaleas, Peter, McDonald, Joseph, Milechin, Lauren, Mullen, Julie, Prout, Andrew, Price, Benjamin, Reuther, Albert, Rosa, Antonio, Weiss, Matthew, Yee, Charles, Edelman, Daniel, Vanterpool, Allan, Cheng, Anson, Gadepally, Vijay, Tiwari, Devesh
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
Published in 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (01.04.2022)
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Conference Proceeding
AI Accelerator Survey and Trends
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2021 IEEE High Performance Extreme Computing Conference (HPEC) (20.09.2021)
Published in 2021 IEEE High Performance Extreme Computing Conference (HPEC) (20.09.2021)
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Conference Proceeding
Dynamic distributed dimensional data model (D4M) database and computation system
Kepner, J., Arcand, W., Bergeron, W., Bliss, N., Bond, R., Byun, C., Condon, G., Gregson, K., Hubbell, M., Kurz, J., McCabe, A., Michaleas, P., Prout, A., Reuther, A., Rosa, A., Yee, C.
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
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Conference Proceeding
Bringing physical construction and real-world data collection into a massively open online course (MOOC)
Mullen, Julia S., Milechin, Lauren, Houle, Michael, Bell, Patrick, Fenn, Alan, Kolodziej, Kenneth E., Meklenburg, John, Nguyen, Janet, Perry, Bradley, Reuther, Albert
Published in 2017 IEEE Frontiers in Education Conference (FIE) (01.10.2017)
Published in 2017 IEEE Frontiers in Education Conference (FIE) (01.10.2017)
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Conference Proceeding
AI and ML Accelerator Survey and Trends
Reuther, Albert, Michaleas, Peter, Jones, Michael, Gadepally, Vijay, Samsi, Siddharth, Kepner, Jeremy
Published in 2022 IEEE High Performance Extreme Computing Conference (HPEC) (19.09.2022)
Published in 2022 IEEE High Performance Extreme Computing Conference (HPEC) (19.09.2022)
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Conference Proceeding
Static graph challenge: Subgraph isomorphism
Samsi, Siddharth, Gadepally, Vijay, Hurley, Michael, Jones, Michael, Kao, Edward, Mohindra, Sanjeev, Monticciolo, Paul, Reuther, Albert, Smith, Steven, Song, William, Staheli, Diane, Kepner, Jeremy
Published in 2017 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2017)
Published in 2017 IEEE High Performance Extreme Computing Conference (HPEC) (01.09.2017)
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Conference Proceeding
Colorization of H&E stained tissue using Deep Learning
Samsi, Siddharth, Jones, Michael, Kepner, Jeremy, Reuther, Albert
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
Published in 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2018)
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Conference Proceeding
Journal Article
Message from the CIW-IUS 22 Workshop Chairs
Published in 2022 First Combined International Workshop on Interactive Urgent Supercomputing (CIW-IUS)
(01.11.2022)
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Conference Proceeding