Benjamin Schwaller

18 papers A 4C 8Journal 1Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
Bringing Differential Privacy to HPC: Privacy-Preserving Transformations of HPC Traces.
HPDC
Ana Luisa Veroneze Solórzano, Rohan Basu Roy, Benjamin Schwaller, Sara Petra Walton, Jim M. Brandt, Devesh Tiwari
2025 C conf
Job Grouping Based Intelligent Resource Prediction Framework.
JSSPP
Beste Oztop, Benjamin Schwaller, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun
2025 C conf
Refine: A Robust Approach to Unsupervised Anomaly Detection for Production HPC Systems.
ISC
Efe Sencan, Yin-Ching Lee, Connor Casey, Benjamin Schwaller, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun
2024 — conf
Evolving Large Scale HPC Monitoring & Analysis to Track Modern Dynamic Environments.
CLUSTER Workshops
Kathleen Shoga, Jim M. Brandt, Benjamin Schwaller, Thomas W. Tucker
2024 J jnl
Runtime Performance Anomaly Diagnosis in Production HPC Systems Using Active Learning.
IEEE Trans. Parallel Distributed Syst.
Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun
2024 A conf
Toward Sustainable HPC: In-Production Deployment of Incentive-Based Power Efficiency Mechanism on the Fugaku Supercomputer.
SC
Ana Luisa Veroneze Solórzano, Kento Sato, Keiji Yamamoto, Fumiyoshi Shoji, Jim M. Brandt, Benjamin Schwaller, Sara Petra Walton, Jennifer Green, Devesh Tiwari
2023 A conf
Prodigy: Towards Unsupervised Anomaly Detection in Production HPC Systems.
SC
Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Manuel Egele, Ayse K. Coskun
2022 C conf
ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems.
CLUSTER
Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Brian Kulis, Ayse K. Coskun
2022 C conf
LDMS Darshan Connector: For Run Time Diagnosis of HPC Application I/O Performance.
CLUSTER
Sara Walton, Omar Aaziz, Ana Luisa Veroneze Solórzano, Benjamin Schwaller
2021 — conf
E2EWatch: An End-to-End Anomaly Diagnosis Framework for Production HPC Systems.
Euro-Par
Burak Aksar, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun
2021 C conf
Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems.
ISC
Burak Aksar, Yijia Zhang, Emre Ates, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun
2021 A conf
Systematically inferring I/O performance variability by examining repetitive job behavior.
SC
Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari
2021 — conf
Using Monitoring Data to Improve HPC Performance via Network-Data-Driven Allocation.
HPEC
Yijia Zhang, Burak Aksar, Omar Aaziz, Benjamin Schwaller, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
2020 C conf
HPC System Data Pipeline to Enable Meaningful Insights through Analysis-Driven Visualizations.
CLUSTER
Benjamin Schwaller, Nick Tucker, Tom Tucker, Benjamin A. Allan, Jim M. Brandt
2020 C conf
LDMS Monitoring of EDR InfiniBand Networks.
CLUSTER
Benjamin A. Allan, Michael J. Aguilar, Benjamin Schwaller, Steven Langer
2019 — conf
Evaluating the Marvell ThunderX2 Server Processor for HPC Workloads.
HPCS
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
2019 C conf
Standardized Environment for Monitoring Heterogeneous Architectures.
CLUSTER
Connor Brown, Benjamin Schwaller, Nathan Gauntt, Benjamin A. Allan, Kevin Davis
2017 — conf
Investigating TI KeyStone II and quad-core ARM Cortex-A53 architectures for on-board space processing.
HPEC
Benjamin Schwaller, Barath Ramesh, Alan D. George