User Lightning Talks:
Use-cases for LDMS data, and the hurdles they face -- Steve Leak
Update on HPE usage of LDMS -- Andy Warner
Stressing the systems and LDMS data validation -- Kadidia Konate
Lessons learned from using existent user application data for monitoring HPC clusters and data centers -- Lena Lopatina
User Talks:
New LDMS Plugins -- Cary Whitney
Monitoring Application Kernels and Phases with Heartbeats -- Jonathan Cook, Mohammad Al-Tahat and Omar Aaziz
Lightweight Combined Application and System Performance Monitoring -- Matthew Mosby
Improving job scheduling on HPC clusters via LDMS-derived resource utilization -- Alexander Goponenko, Kenneth Lamar, Christina Peterson, Benjamin Allan, Jim Brandt and Damian Dechev
GPU Sampling plugin for Lightweight Distributed Metric Service -- Ammar Elwazir, Omar Aaziz, Abdel-Hameed A. Badawy and Jeanine Cook
Exposing LDMS data to users at NERSC -- Brandon Cook
Containerizing metric driven automated job anomaly detection software -- Mike Showerman
Chosen Analyses and Visualizations of LDMS System and Application Data at SNL -- Ben Schwaller