Jim M. Brandt

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Topics

Fundamental Principles

Computing Systems

Top Venues

IPDPS Workshops

Publications

Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. CoRR (2024)
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) (2024)
Francieli Boito, Jim M. Brandt, Valeria Cardellini, Philip H. Carns, Florina M. Ciorba, Hilary Egan, Ahmed Eleliemy, Ann C. Gentile, Thomas Gruber, Jeff Hanson, Utz-Uwe Haus, Kevin A. Huck, Thomas Ilsche, Thomas Jakobsche, Terry R. Jones, Sven Karlsson, Abdullah Mueen, Michael Ott, Tapasya Patki, Ivy Peng, Krishnan Raghavan, Stephen Simms, Kathleen Shoga, Michael T. Showerman, Devesh Tiwari, Torsten Wilde, Keiji Yamamoto
Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. CLUSTER Workshops (2023)
Jim M. Brandt, Florina M. Ciorba, Ann C. Gentile, Michael Ott, Torsten Wilde
Driving HPC Operations With Holistic Monitoring and Operational Data Analytics (Dagstuhl Seminar 23171). Dagstuhl Reports 13 (4) (2023)
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)
Alexander V. Goponenko, Kenneth Lamar, Christina L. Peterson, Benjamin A. Allan, Jim M. Brandt, Damian Dechev
Metrics for Packing Efficiency and Fairness of HPC Cluster Batch Job Scheduling. SBAC-PAD (2022)
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)
Kenneth Lamar, Alexander V. Goponenko, Christina L. Peterson, Benjamin A. Allan, Jim M. Brandt, Damian Dechev
Backfilling HPC Jobs with a Multimodal-Aware Predictor. CLUSTER (2021)
Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Delay sensitivity-driven congestion mitigation for HPC systems. ICS (2021)
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)
Emily Costa, Tirthak Patel, Benjamin Schwaller, Jim M. Brandt, Devesh Tiwari
Systematically inferring I/O performance variability by examining repetitive job behavior. SC (2021)
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)
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)
Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Benjamin Lim, Mike Showerman, Greg Bauer, Larry Kaplan, Zbigniew Kalbarczyk, William Kramer, Ravi K. Iyer
Measuring Congestion in High-Performance Datacenter Interconnects. NSDI (2020)
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)
Archit Patke, Saurabh Jha, Haoran Qiu, Jim M. Brandt, Ann C. Gentile, Joe Greenseid, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Application-aware Congestion Mitigation forHigh-Performance Computing Systems. CoRR (2020)
Alexander V. Goponenko, Ramin Izadpanah, Jim M. Brandt, Damian Dechev
Towards workload-adaptive scheduling for HPC clusters. CLUSTER (2020)
Ron Brightwell, Kurt B. Ferreira, Ryan E. Grant, Scott Levy, Jay F. Lofstead, Stephen L. Olivier, Kevin T. Pedretti, Andrew J. Younge, Ann C. Gentile, Jim M. Brandt
ALAMO: Autonomous Lightweight Allocation, Management, and Optimization. SMC (2020)
Ramin Izadpanah, Benjamin A. Allan, Damian Dechev, Jim M. Brandt
Production Application Performance Data Streaming for System Monitoring. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4 (2) (2019)
Emre Ates, Yijia Zhang, Burak Aksar, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
HPAS: An HPC Performance Anomaly Suite for Reproducing Performance Variations. ICPP (2019)
Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
Online Diagnosis of Performance Variation in HPC Systems Using Machine Learning. IEEE Trans. Parallel Distributed Syst. 30 (4) (2019)
Valerio Formicola, Saurabh Jha, Daniel Chen, Fei Deng, Amanda Bonnie, Mike Mason, Jim M. Brandt, Ann C. Gentile, Larry Kaplan, Jason Repik, Jeremy Enos, Mike Showerman, Annette Greiner, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Bill Kramer
Understanding Fault Scenarios and Impacts through Fault Injection Experiments in Cielo. CoRR (2019)
Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, William T. Kramer, Ravishankar K. Iyer
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects. CoRR (2019)
Saurabh Jha, Archit Patke, Jim M. Brandt, Ann C. Gentile, Mike Showerman, Eric Roman, Zbigniew T. Kalbarczyk, Bill Kramer, Ravishankar K. Iyer
A Study of Network Congestion in Two Supercomputing High-Speed Interconnects. Hot Interconnects (2019)
Ville Ahlgren, Stefan Andersson, Jim M. Brandt, Nicholas Cardo, Sudheer Chunduri, Jeremy Enos, Parks Fields, Ann C. Gentile, Richard Gerber, Michael Gienger, Joe Greenseid, Annette Greiner, Bilel Hadri, Yun He, Dennis Hoppe, Urpo Kaila, Kaki Kelly, Mark Klein, Alex Kristiansen, Steve Leak, Mike Mason, Kevin T. Pedretti, Jean-Guillaume Piccinali, Jason Repik, Jim Rogers, Susanna Salminen, Mike Showerman, Cary Whitney, Jim Williams
Large-Scale System Monitoring Experiences and Recommendations. CLUSTER (2018)
Emre Ates, Ozan Tuncer, Ata Turk, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun
Taxonomist: Application Detection Through Rich Monitoring Data. Euro-Par (2018)
Ramin Izadpanah, Nichamon Naksinehaboon, Jim M. Brandt, Ann C. Gentile, Damian Dechev
Integrating Low-latency Analysis into HPC System Monitoring. ICPP (2018)
Kenneth Lamar, Ramin Izadpanah, Jim M. Brandt, Damian Dechev
An Efficient Latch-free Database Index Based on Multi-dimensional Lists. IPCCC (2018)
Saurabh Jha, Jim M. Brandt, Ann C. Gentile, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Characterizing Supercomputer Traffic Networks Through Link-Level Analysis. CLUSTER (2018)
Ozan Tuncer, Emre Ates, Yijia Zhang, Ata Turk, Jim M. Brandt, Vitus J. Leung, Manuel Egele, Ayse K. Coskun
Diagnosing Performance Variations in HPC Applications Using Machine Learning. ISC (2017)
Saurabh Jha, Jim M. Brandt, Ann C. Gentile, Zbigniew Kalbarczyk, Gregory H. Bauer, Jeremy Enos, Michael T. Showerman, Larry Kaplan, Brett M. Bode, Annette Greiner, Amanda Bonnie, Mike Mason, Ravishankar K. Iyer, William Kramer
Holistic Measurement-Driven System Assessment. CLUSTER (2017)
Benjamin A. Allan, Jim M. Brandt, Ann C. Gentile, Cory Lueninghoener, Nichamon Naksinehaboon, Boyana Norris, Narate Taerat
HPCMASPA Introduction and Committees. IPDPS Workshops (2016)
Sam Sanchez, Amanda Bonnie, Graham van Heule, Conor Robinson, Adam DeConinck, Kathleen Kelly, Quellyn Snead, Jim M. Brandt
Design and Implementation of a Scalable HPC Monitoring System. IPDPS Workshops (2016)
Jim M. Brandt, Ann C. Gentile, Michael T. Showerman, Jeremy Enos, Joshi Fullop, Gregory H. Bauer
Large-Scale Persistent Numerical Data Source Monitoring System Experiences. IPDPS Workshops (2016)
Anthony Agelastos, Benjamin A. Allan, Jim M. Brandt, Ann C. Gentile, Sophia Lefantzi, Steve Monk, Jeff Ogden, Mahesh Rajan, Joel Stevenson
Continuous whole-system monitoring toward rapid understanding of production HPC applications and systems. Parallel Comput. 58 (2016)
Anthony Agelastos, Benjamin A. Allan, Jim M. Brandt, Ann C. Gentile, Sophia Lefantzi, Steve Monk, Jeff Ogden, Mahesh Rajan, Joel Stevenson
Toward Rapid Understanding of Production HPC Applications and Systems. CLUSTER (2015)
Jim M. Brandt, Karen D. Devine, Ann C. Gentile
Infrastructure for In Situ System Monitoring and Application Data Analysis. ISAV@SC (2015)
Jim M. Brandt, Ann C. Gentile, Cindy Martin, Jason Repik, Narate Taerat
New Systems, New Behaviors, New Patterns: Monitoring Insights from System Standup. CLUSTER (2015)
Jim M. Brandt, Karen D. Devine, Ann C. Gentile, Kevin T. Pedretti
Demonstrating improved application performance using dynamic monitoring and task mapping. CLUSTER (2014)
Anthony Agelastos, Benjamin A. Allan, Jim M. Brandt, Paul Cassella, Jeremy Enos, Joshi Fullop, Ann C. Gentile, Steve Monk, Nichamon Naksinehaboon, Jeff Ogden, Mahesh Rajan, Michael T. Showerman, Joel Stevenson, Narate Taerat, Thomas W. Tucker
The Lightweight Distributed Metric Service: A Scalable Infrastructure for Continuous Monitoring of Large Scale Computing Systems and Applications. SC (2014)
Li Yu, Ziming Zheng, Zhiling Lan, Terry Jones, Jim M. Brandt, Ann C. Gentile
Filtering log data: Finding the needles in the Haystack. DSN (2012)
Jim M. Brandt, Frank Chen, Ann C. Gentile, Chokchai Leangsuksun, Jackson R. Mayo, Philippe P. Pébay, Diana C. Roe, Narate Taerat, David C. Thompson, M. H. Wong
Framework for Enabling System Understanding. Euro-Par Workshops (2) (2011)
Narate Taerat, Jim M. Brandt, Ann C. Gentile, Matthew Wong, Chokchai Leangsuksun
Baler: deterministic, lossless log message clustering tool. Comput. Sci. Res. Dev. 26 (3-4) (2011)
Jim M. Brandt, Ann C. Gentile, Jackson R. Mayo, Philippe P. Pébay, Diana C. Roe, David C. Thompson, Matthew Wong
Resource monitoring and management with OVIS to enable HPC in cloud computing environments. IPDPS (2009)
Jim M. Brandt, Bert J. Debusschere, Ann C. Gentile, Jackson R. Mayo, Philippe P. Pébay, David C. Thompson, Matthew Wong
Using Probabilistic Characterization to Reduce Runtime Faults in HPC Systems. CCGRID (2008)
Jim M. Brandt, Bert J. Debusschere, Ann C. Gentile, Jackson R. Mayo, Philippe P. Pébay, David C. Thompson, M. H. Wong
Ovis-2: A robust distributed architecture for scalable RAS. IPDPS (2008)
Jim M. Brandt, Ann C. Gentile, D. J. Hale, Philippe P. Pébay
OVIS: a tool for intelligent, real-time monitoring of computational clusters. IPDPS (2006)
Jim M. Brandt, Ann C. Gentile, Y. M. Marzouk, Philippe P. Pébay
Meaningful Automated Statistical Analysis of Large Computational Clusters. CLUSTER (2005)