Predicting Performance of Non-contiguous I/O with Machine Learning. - Julian M. Kunkel; Michaela Zimmer; Eugen Betke (ISC, 2015)

Real-Time I/O-Monitoring of HPC Applications with SIOX, Elasticsearch, Grafana and FUSE. - Eugen Betke; Julian M. Kunkel (ISC Workshops, 2017)

An MPI-IO In-Memory Driver for Non-volatile Pooled Memory of the Kove XPD. - Julian M. Kunkel; Eugen Betke (ISC Workshops, 2017)

Toward Decoupling the Selection of Compression Algorithms from Quality Constraints. - Julian M. Kunkel; Anastasiia Novikova; Eugen Betke; Armin Schaare (ISC Workshops, 2017)

Towards Decoupling the Selection of Compression Algorithms from Quality Constraints - An Investigation of Lossy Compression Efficiency. - Julian Martin Kunkel; Anastasiia Novikova; Eugen Betke (Supercomput. Front. Innov., 2017)

Benefit of DDN's IME-FUSE for I/O Intensive HPC Applications. - Eugen Betke; Julian M. Kunkel (ISC Workshops, 2018)

Tools for Analyzing Parallel I/O. - Julian Martin Kunkel; Eugen Betke; Matt Bryson; Philip H. Carns; Rosemary Francis; Wolfgang Frings; Roland Laifer; Sandra Méndez (ISC Workshops, 2018)

Survey of Storage Systems for High-Performance Computing. - Jakob Lüttgau; Michael Kuhn 003; Kira Duwe; Yevhen Alforov; Eugen Betke; Julian M. Kunkel; Thomas Ludwig 002 (Supercomput. Front. Innov., 2018)

Footprinting Parallel I/O - Machine Learning to Classify Application's I/O Behavior. - Eugen Betke; Julian M. Kunkel (ISC Workshops, 2019)

Tracking User-Perceived I/O Slowdown via Probing. - Julian M. Kunkel; Eugen Betke (ISC Workshops, 2019)

Semi-automatic Assessment of I/O Behavior by Inspecting the Individual Client-Node Timelines - An Explorative Study on 106 Jobs. - Eugen Betke; Julian M. Kunkel (ISC, 2020)

The Importance of Temporal Behavior When Classifying Job IO Patterns Using Machine Learning Techniques. - Eugen Betke; Julian M. Kunkel (ISC Workshops, 2020)

State of the Art and Future Trends in Data Reduction for High-Performance Computing. - Kira Duwe; Jakob Lüttgau; Georgiana Mania; Jannek Squar; Anna Fuchs; Michael Kuhn 003; Eugen Betke; Thomas Ludwig 002 (Supercomput. Front. Innov., 2020)

Toward a Workflow for Identifying Jobs with Similar I/O Behavior Utilizing Time Series Analysis. - Julian M. Kunkel; Eugen Betke (ISC Workshops, 2021)