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2020 – today
- 2024
[j1]Burak Aksar
, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun:
Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning. IEEE Trans. Parallel Distributed Syst. 35(4): 693-706 (2024)- [c13]Kathleen Shoga, Jim M. Brandt, Benjamin Schwaller, Thomas W. Tucker:
Evolving Large Scale HPC Monitoring & Analysis to Track Modern Dynamic Environments. CLUSTER Workshops 2024: 36-43 - 2023
- [c12]Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun:
Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems. SC 2023: 26:1-26:14 - 2022
- [c11]Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Ayse K. Coskun:
ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems. CLUSTER 2022: 369-380 - [c10]Sara Walton, Omar Aaziz, Ana Luisa Veroneze Solórzano, Benjamin Schwaller:
LDMS Darshan Connector: For Run Time Diagnosis of HPC Application I/O Performance. CLUSTER 2022: 626-634 - 2021
- [c9]Burak Aksar, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun:
E2EWatch: An End-to-End Anomaly Diagnosis Framework for Production HPC Systems. Euro-Par 2021: 70-85 - [c8]Yijia Zhang, Burak Aksar, Omar Aaziz, Benjamin Schwaller, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun:
Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation. HPEC 2021: 1-7 - [c7]Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari:
Systematically inferring I/O performance variability by examining repetitive job behavior. SC 2021: 33 - [c6]Burak Aksar, Yijia Zhang, Emre Ates, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun:
Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems. ISC 2021: 195-214 - 2020
- [c5]Benjamin Schwaller, Nick Tucker, Tom Tucker, Benjamin A. Allan, Jim M. Brandt:
HPC System Data Pipeline to Enable Meaningful Insights through Analysis-Driven Visualizations. CLUSTER 2020: 433-441 - [c4]Benjamin A. Allan, Michael J. Aguilar, Benjamin Schwaller, Steven Langer:
LDMS Monitoring of EDR InfiniBand Networks. CLUSTER 2020: 459-463
2010 – 2019
- 2019
- [c3]Connor Brown, Benjamin Schwaller, Nathan Gauntt, Benjamin A. Allan, Kevin Davis:
Standardized Environment for Monitoring Heterogeneous Architectures. CLUSTER 2019: 1-5 - [c2]Simon D. Hammond, Clay Hughes, Michael J. Levenhagen, Courtenay T. Vaughan, Andrew J. Younge, Benjamin Schwaller, Michael J. Aguilar, Kevin T. Pedretti, James H. Laros III:
Evaluating the Marvell ThunderX2 Server Processor for HPC Workloads. HPCS 2019: 416-423 - 2017
- [c1]Benjamin Schwaller, Barath Ramesh, Alan D. George:
Investigating TI KeyStone II and quad-core ARM Cortex-A53 architectures for on-board space processing. HPEC 2017: 1-7
Coauthor Index
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