3 papers
cs.DC2025
An Autonomy Loop for Dynamic HPC Job Time Limit Adjustment
Thomas Jakobsche, Osman Seckin Simsek, Jim Brandt +2
High Performance Computing (HPC) systems rely on fixed user-provided estimates of job time limits. These estimates are often inaccurate, resulting in inefficient resource use and t…
cs.DC2025
SIREN: Software Identification and Recognition in HPC Systems
Thomas Jakobsche, Fredrik Robertsén, Jessica R. Jones +2
HPC systems use monitoring and operational data analytics to ensure efficiency, performance, and orderly operations. Application-specific insights are crucial for analyzing the inc…
cs.CR2024
Using Malware Detection Techniques for HPC Application Classification
Thomas Jakobsche, Florina M. Ciorba
HPC systems face security and compliance challenges, particularly in preventing waste and misuse of computational resources by unauthorized or malicious software that deviates from…