No Travel? No Problem.

Remote Participation
Detecting and Identifying Applications by Job Signatures
Event Type
Posters
Research Posters
Registration Categories
TP
XO / EX
TimeTuesday, 16 November 20218:30am - 5pm CST
LocationSecond Floor Atrium
DescriptionKnowing the applications of jobs running in high-performance computing (HPC) systems is invaluable for administrators. This research aims to detect and identify applications through job signatures built upon monitoring traces obtained from the LDMS monitoring infrastructure on Cori. By constructing job signatures and applying machine learning models to them, we will be able to detect and identify job applications without user intervention. In addition to application names, job signatures offer the potential to study workloads by computation motif.
Back To Top Button