Publications

Akshay Akshay, Masoud Abedi, Navid Shekarchizadeh, Fiona C Burkhard, Mitali Katoch, Alex Bigger-Allen, Rosalyn M Adam, Katia Monastyrskaya, und Ali Hashemi Gheinani. MLcps: machine learning cumulative performance score for classification problems. GigaScience, (12):giad108, Dezember 2023. [PUMA: MLcps Xack Yaff cumulative learning machine performance] URL

Peter Winkler, Norman Koch, Andreas Hornig, und Johannes Gerritzen. OmniOpt – A tool for hyperparameter optimization on HPC. In Heike Jagode, Hartwig Anzt, Hatem Ltaief, und Piotr Luszczek (Hrsg.), High Performance Computing - ISC High Performance Digital 2021 International Workshops, 2021, Revised Selected Papers, 285--296, Springer, Berlin u. a., Germany, 13.11.2021. [PUMA: FIS_scads High Hyperparameter Neural computing, networks optimization, performance Xack]

Yedhu Sastri, Kim Feldhoff, Jörn Starruß, René Jäkel, und Ralph Müller-Pfefferkorn. A Workflow for the Integral Performance Analysis of Cloud Applications Using Monitoring and Tracing Techniques. Proceedings of the 2017 International Conference on Cloud and Big Data Computing, 73–78, Association for Computing Machinery, New York, NY, USA, 2017. [PUMA: Cloud Container Docker Micro Monitoring Performance Score-P Tracing Workflow analysis application collectd services xack] URL