An Execution Fingerprint Dictionary for HPC Application Recognition. - Thomas Jakobsche; Nicolas Lachiche; Aurélien Cavelan; Florina M. Ciorba (CLUSTER, 2021)

Challenges and Opportunities of Machine Learning for Monitoring and Operational Data Analytics in Quantitative Codesign of Supercomputers. - Thomas Jakobsche; Nicolas Lachiche; Florina M. Ciorba (CoRR, 2022)

Autonomy Loops for Monitoring, Operational Data Analytics, Feedback, and Response in HPC Operations. - 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; et al. (CLUSTER Workshops, 2023)

Investigating HPC Job Resource Requests and Job Efficiency Reporting. - Thomas Jakobsche; Nicolas Lachiche; Florina M. Ciorba (ISPDC, 2023)

Hot-n-Cold: Mapping the Syscall Attack Surface Using Thermal Side Channels. - Teodora Vasilas; Thomas Jakobsche; Florina M. Ciorba (ISPDC, 2023)

Using Malware Detection Techniques for HPC Application Classification. - Thomas Jakobsche; Florina M. Ciorba (SC Workshops, 2024)

An Autonomy Loop for Dynamic HPC Job Time Limit Adjustment. - Thomas Jakobsche; Osman Seckin Simsek; Jim M. Brandt; Ann C. Gentile; Florina M. Ciorba (Euro-Par (1), 2025)