ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems
Cluster 2022
Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Raad Aaziz, Brian Kulis, Ayse K. Coskun, Vitus J. Leung, James M. Brandt
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Conference Proceeding – 2022
Conference Proceeding
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2022 |
Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation
Ieee Hpec
Yijia Zhang, Burak Aksar, Omar Raad Aaziz, Benjamin Schwaller, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
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Conference Presentation – 2021
Conference Presentation
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2021 |
L2 Milestone #7842 SAND Report
Omar Raad Aaziz, Benjamin A. Allan, James M. Brandt, Jeanine Cook, Karen D. Devine, James Elliott, Ann C. Gentile, Simon David Hammond, Brian Michael Kelley, Lena Lopatina, Stan Gerald Moore, Stephen Lecler Olivier, Kevin Pedretti, David Zoeller Poliakoff, Roger P. Pawlowski, Phillip A Regier, Mark E Schmitz, Benjamin Schwaller, Vanessa Surjadidjaja, Matthew Scot Swan, Nick Tucker, Tom Tucker, Courtenay T. Vaughan, Sara Petra Walton
https://www.osti.gov/search/identifier:1819812
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SAND Report – 2021
SAND Report
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2021 |
Integrated System and Application Continuous Performance Monitoring and Analysis Capability
FY20 ASC FOUS L2 Milestone 7842 Final Review
James M. Brandt, Jeanine Cook, Omar Raad Aaziz, Benjamin A. Allan, Karen D. Devine, James John Elliott, Ann C. Gentile, Simon David Hammond, Brian Michael Kelley, Lena Lopatina, Stan Gerald Moore, Stephen Lecler Olivier, Kevin Pedretti, David Zoeller Poliakoff, Roger P. Pawlowski, Phillip A Regier, Mark E Schmitz, Benjamin Schwaller, Vanessa Surjadidjaja, Matthew Scot Swan, Tom Tucker, Nick Tucker, Courtenay T. Vaughan, Sara Petra Walton
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Presentation (non-conference) – 2021
Presentation (non-conference)
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2021 |
Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation
Ieee Hpec
Yijia Zhang, Burak Aksar, Omar Raad Aaziz, Benjamin Schwaller, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
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Conference Proceeding – 2021
Conference Proceeding
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2021 |
E2EWatch: End-to-end Anomaly Diagnosis Framework for Production HPC Systems
Euro-Par 2021
Burak Aksar, Yijia Zhang, Emre Ates, Omar Raad Aaziz, Benjamin Schwaller, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
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Conference Presentation – 2021
Conference Presentation
|
2021 |
E2EWatch: End-to-end Anomaly Diagnosis Framework for Production HPC Systems
Euro-Par 2021
Burak Aksar, Yijia Zhang, Emre Ates, Omar Raad Aaziz, Benjamin Schwaller, James M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
https://www.osti.gov/search/identifier:1873069
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Conference Paper – 2021
Conference Paper
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2021 |
Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems
ISC High Performance
Burak Aksar, Yijia Zhang, Emre Ates, Benjamin Schwaller, Omar Raad Aaziz, Vitus J. Leung, James M. Brandt, Manuel Egele, Ayse K. Coskun
https://www.osti.gov/search/identifier:1866057
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Conference Proceeding – 2021
Conference Proceeding
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2021 |
Enabling Application and System Data Fusion
ECP Annual Meeting
Ann C. Gentile, James M. Brandt, Jeanine Cook, Simon David Hammond, David Zoeller Poliakoff, Benjamin Schwaller, Vanessa Surjadidjaja, Thomas Owen Tucker
https://www.osti.gov/search/identifier:1863505
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Conference Presentation – 2021
Conference Presentation
|
2021 |
A Machine Learning Approach to Understanding HPC Application Performance Variation
Supercomputing Conference
Benjamin Schwaller, Burak Aksar, Omar Raad Aaziz, Emre Ates, James M. Brandt, Ayse Coskun, Manuel Egele, Vitus J. Leung
https://www.osti.gov/search/identifier:1642784
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Conference Paper – 2019
Conference Paper
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2019 |
AD for Machine Learning Approach to Understanding HPC Application Performance Variation Poster
Supercomputing Conference
Burak Aksar, Benjamin Schwaller, Omar Raad Aaziz, Emre Ates, James M. Brandt, Ayse Coskun, Manuel Egele, Vitus J. Leung
https://www.osti.gov/search/identifier:1642788
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Conference Paper – 2019
Conference Paper
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2019 |
Evaluating the Marvell ThunderX2 Server Processor for HPC Workloads
The 6th Special Session on High Performance Computing Benchmarking and Optimization (HPBench 2019)
Simon David Hammond, Clayton Hughes, Michael J. Levenhagen, Courtenay T. Vaughan, Andrew J Younge, Benjamin Schwaller, Michael James Aguilar, Kevin Pedretti, James H. Laros
https://www.osti.gov/search/identifier:1640906
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Conference Paper – 2019
Conference Paper
|
2019 |
Evaluating the Marvell ThunderX2 Server Processor for HPC Workloads
The 6th Special Session on High-Performance Computing Benchmarking and Optimization (HPBench 2019)
Simon David Hammond, Clayton Hughes, Michael J. Levenhagen, Courtenay T. Vaughan, Andrew J Younge, Benjamin Schwaller, Michael James Aguilar, Kevin Pedretti, James H. Laros
https://www.osti.gov/search/identifier:1640219
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Conference Paper – 2019
Conference Paper
|
2019 |
Evaluating the Marvell ThunderX2 Server Processor for HPC Workloads
The 6th Special Session on High Performance Computing Benchmarking and Optimization (HPBench 2019)
Simon David Hammond, Clayton Hughes, Michael J. Levenhagen, Courtenay T. Vaughan, Andrew J Younge, Benjamin Schwaller, Michael James Aguilar, Kevin Pedretti, James H. Laros
https://www.osti.gov/search/identifier:1640040
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Conference Paper – 2019
Conference Paper
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2019 |