Anna has received a master’s level degree and begun her work as a doctoral researcher at Universität Hamburg in June 2016. The focus of her work is parallel I/O and compression within distributed parallel filesystems. While being a student, she has worked for several years as student assistant where she mainly has been a tutor for the lecture “High Performance Computing”. During her studies she also participated in conferences and competitions related to HPC.

• IPCC for Lustre

• Client-Side Data Transformation in Lustre (Anna Fuchs), Master's Thesis, Advisors: Michael Kuhn, 2016-05-25, Publication details
• Automated File System Correctness and Performance Regression Tests (Anna Fuchs), Bachelor's Thesis, Advisors: Michael Kuhn, 2013-09-23, Thesis – Publication details – URL

• Towards End-to-End Compression in Lustre (Anna Fuchs, Jannek Squar, Michael Kuhn), In 23rd International Symposium on Parallel and Distributed Computing, ISPDC 2024, Chur, Switzerland, July 8-10, 2024, pp. 1–8, IEEE, ISPDC, ISBN: 979-8-3503-6919-9, ISSN: 2996-1483, 2024-07-09
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• Ensemble-Based System Benchmarking for HPC (Anna Fuchs, Jannek Squar, Michael Kuhn), In 23rd International Symposium on Parallel and Distributed Computing, ISPDC 2024, Chur, Switzerland, July 8-10, 2024, pp. 1–8, IEEE, ISPDC, ISBN: 979-8-3503-6919-9, ISSN: 2996-1483, 2024-07-09
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• Automatic Code Transformation of NetCDF Code for I/O Optimisation (Jannek Squar, Anna Fuchs, Michael Kuhn, Thomas Ludwig), In PARS-Mitteilungen (36), pp. 27–36, 2024-05
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• Data-Aware Compression for HPC using Machine Learning (Julius Plehn, Anna Fuchs, Michael Kuhn, Jakob Lüttgau, Thomas Ludwig), In ACM SIGOPS Operating Systems Review (56), pp. 62–69, 2022-06-14
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• Data-Aware Compression for HPC using Machine Learning (Julius Plehn, Anna Fuchs, Michael Kuhn, Jakob Lüttgau, Thomas Ludwig), In Proceedings of the Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems, pp. 8–15, ACM, CHEOPS2022, Rennes, France, 2022
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• Automated performance analysis tools framework for HPC programs (Maximilian Keiff, Frederic Voigt, Anna Fuchs, Michael Kuhn, Jannek Squar, Thomas Ludwig), In Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022, Procedia Computer Science (207), pp. 1067–1076, (Editors: Matteo Cristani, Carlos Toro, Cecilia Zanni-Merk, Robert J. Howlett, Lakhmi C. Jain), Elsevier, KES2022, Verona, Italy, 2022
  Publication details – DOI – Publication

• Content queries and in-depth analysis on version-controlled software (Jannek Squar, Niclas Schroeter, Anna Fuchs, Michael Kuhn, Thomas Ludwig), In Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022, Procedia Computer Science (207), pp. 1261–1270, (Editors: Matteo Cristani, Carlos Toro, Cecilia Zanni-Merk, Robert J. Howlett, Lakhmi C. Jain), Elsevier, KES2022, Verona, Italy, 2022
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• 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, Eugen Betke, Thomas Ludwig), In Supercomputing Frontiers and Innovations, Series: Volume 7, Number 1, pp. 4–36, (Editors: Jack Dongarra, Vladimir Voevodin), Publishing Center of South Ural State University (454080, Lenin prospekt, 76, Chelyabinsk, Russia), 2020-04
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• Enhanced Adaptive Compression in Lustre (Anna Fuchs, Michael Kuhn, Julian Kunkel, Thomas Ludwig), Frankfurt, Germany, ISC High Performance 2017, 2017-06-20
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• I/O Benchmarking (Jannek Squar, Anna Fuchs), Parallel I/O NHR Workshop, Hamburg, Germany, 2024-05-07 Presentation

• Enhanced Adaptive Compression in Lustre (Anna Fuchs), Lustre Developer Summit 2019, Paris, France, 2019-09-25 Presentation

• Enhanced Adaptive Compression in Lustre (Anna Fuchs), Lustre Developer Summit 2016, Paris, France, 2016-09-22 Presentation

• Enabling In-Situ Processing of Climate Simulation Data through CDO (Oliver Heidmann), Master's Thesis, Advisors: Anna Fuchs, Jannek Squar, Ralf Müller, Reviewers: Thomas Ludwig, Jannek Squar, 2024-11-03, Thesis – Publication details

• A Multi-Bound Numerical Benchmark for HPC System-Level Bottleneck Analysis (Leon Henri Ludewigs), Master's Thesis, Advisors: Anna Fuchs, Jannek Squar, Reviewers: Jannek Squar, Thomas Ludwig, 2025-07-18, Thesis – Publication details
• Accelerating Data Compression in HDF5 through Parallel Filter Processing (Frederick Merlin Neu), Bachelor's Thesis, Advisors: Anna Fuchs, Jannek Squar, Reviewers: Thomas Ludwig, Jannek Squar, 2025-06-04, Thesis – Publication details

• Performance Analysis of Parallel and Compressed Data Output (Pascal Klinger), Bachelor's Thesis, Advisors: Anna Fuchs, Jannek Squar, Reviewers: Anna Fuchs, Thomas Ludwig, 2024-12-06, Publication details
• Enhancing OpenMP for Parallelizing Input/Output in Shared Memory Applications (Shree Krishna Adhikari), Master's Thesis, Advisors: Michael Kuhn, Jannek Squar, Anna Fuchs, Reviewers: Michael Kuhn, Jannek Squar, 2024-09-17, Thesis – Publication details

• HEALPix For Climate Model Analysis: Scaling Behavior of Spectral-Analysis Tasks (Jakob Ludwig Sachs), Bachelor's Thesis, Advisors: Jannek Squar, Anna Fuchs, Florian Ziemen, Reviewers: Jannek Squar, Thomas Ludwig, 2023-09-21, Thesis – Publication details

• System profiling and data aggregation for smart compression in Lustre (Pablo Correa Gómez), Master's Thesis, Advisors: Anna Fuchs, Michael Kuhn, Reviewers: Michael Kuhn, Thomas Ludwig, 2022-08-17, Thesis – Publication details

• Partdiff-Compress - Explizite Datenkompression in einer parallelen numerischen Anwendung (Georg von Bismarck), Bachelor's Thesis, Advisors: Anna Fuchs, Jannek Squar, Reviewers: Anna Fuchs, Thomas Ludwig, 2023-05-18, Publication details

• Data-Aware Compression for HPC using Machine Learning (Julius Plehn), Master's Thesis, Advisors: Michael Kuhn, Anna Fuchs, Jakob Lüttgau, Reviewers: Michael Kuhn, Thomas Ludwig, 2022-05-09, Thesis – Publication details
• User-friendly framework for general system benchmarking in HPC (Kilian Johannes Bachmann), Bachelor's Thesis, Advisors: Anna Fuchs, Jannek Squar, Reviewers: Anna Fuchs, Thomas Ludwig, 2022-04-19, Thesis – Publication details

• Efficient handling of compressed data in ZFS (Hauke Stieler), Bachelor's Thesis, Advisors: Michael Kuhn, Anna Fuchs, Reviewers: Michael Kuhn, Anna Fuchs, 2019-01-16, Thesis – Publication details

• Development of a decision support system for performance tuning in Lustre (Julius Plehn), Bachelor's Thesis, Advisors: Michael Kuhn, Anna Fuchs, 2018-05-23, Thesis – Publication details

• Efficient interaction between Lustre and ZFS for compression (Sven Schmidt), Bachelor's Thesis, Advisors: Anna Fuchs, Michael Kuhn, 2017-08-28, Thesis – Publication details
• Page-Based Compression in the Linux Kernel (Benjamin Warnke), Bachelor's Thesis, Advisors: Michael Kuhn, Anna Fuchs, 2017-08-18, Thesis – Publication details
• Dynamic decision-making for efficient compression in parallel distributed file systems (Janosch Hirsch), Master's Thesis, Advisors: Michael Kuhn, Anna Fuchs, 2017-08-12, Thesis – Publication details
• Quality of service improvement in ZFS through compression (Niklas Bunge), Master's Thesis, Advisors: Michael Kuhn, Anna Fuchs, 2017-05-31, Thesis – Publication details
• Support for external data transformation in ZFS (Niklas Behrmann), Master's Thesis, Advisors: Michael Kuhn, Anna Fuchs, 2017-04-06, Thesis – Publication details

• Vorlesung „Hochleistungsrechnen“ (Ansprechpartner: Anna Fuchs)
• Seminar „Supercomputer: Forschung und Innovation“ (Ansprechpartner: Anna Fuchs)
• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Projekt mit Seminar „Parallele Systeme für Fortgeschrittene“ (Ansprechpartner: Anna Fuchs)

• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Proseminar „Supercomputer: Konzepte und Technologien“ (Ansprechpartner: Dr. Jannek Squar)

• Vorlesung „Hochleistungsrechnen“ (Ansprechpartner: Anna Fuchs)
• Seminar „Supercomputer: Forschung und Innovation“ (Ansprechpartner: Anna Fuchs)
• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Projekt mit Seminar „Parallele Systeme für Fortgeschrittene“ (Ansprechpartner: Anna Fuchs)
• Wettbewerb „Student Cluster Competition“ (Ansprechpartner: Anna Fuchs)

• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)

• Vorlesung „Hochleistungsrechnen“ (Ansprechpartner: Anna Fuchs)
• Seminar „Supercomputer: Forschung und Innovation“ (Ansprechpartner: Anna Fuchs)
• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Projekt mit Seminar „Parallele Systeme für Fortgeschrittene“ (Ansprechpartner: Anna Fuchs)
• Wettbewerb „Student Cluster Competition“ (Ansprechpartner: Anna Fuchs)

• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Proseminar „Python“ (Ansprechpartner: Dr. Jannek Squar)
• Seminar „Supercomputer: Forschung und Innovation“ (Ansprechpartner: Anna Fuchs)

• Vorlesung „Hochleistungsrechnen“ (Ansprechpartner: Anna Fuchs)
• Seminar „Supercomputer: Forschung und Innovation“ (Ansprechpartner: Anna Fuchs)
• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Projekt mit Seminar „Parallele Systeme für Fortgeschrittene“ (Ansprechpartner: Anna Fuchs)
• Wettbewerb „Student Cluster Competition“ (Ansprechpartner: Anna Fuchs)

• Projekt „Parallele Systeme“ (Ansprechpartner: Anna Fuchs)
• Proseminar „Effiziente Programming in C“ (Ansprechpartner: Anna Fuchs)

• Vorlesung „Hochleistungsrechnen“ (Ansprechpartner: Anna Fuchs)
• Projekt mit Seminar „Paralleles Rechnen für Fortgeschrittene“ (Ansprechpartner: Anna Fuchs)
• Projekt „Parallelrechnerevaluation“ (Ansprechpartner: Anna Fuchs)
• Seminar „Effiziente Programmierung“ (Ansprechpartner: Anna Fuchs)

• Seminar „Effiziente Programmierung“ (Ansprechpartner: Prof. Dr. Michael Kuhn)

• Projekt „Parallelrechnerevaluation“ (Ansprechpartner: Prof. Dr. Michael Kuhn)

• Seminar „Effiziente Programmierung“ (Ansprechpartner: Prof. Dr. Michael Kuhn)
• Projekt „Parallelrechnerevaluation“ (Ansprechpartner: Prof. Dr. Michael Kuhn)
• Proseminar „Speicher- und Dateisysteme“ (Ansprechpartner: Prof. Dr. Michael Kuhn)

• Wettbewerb „Student Cluster Competition“ (Ansprechpartner: Prof. Dr. Michael Kuhn)

• Seminar „Effiziente Programmierung“ (Ansprechpartner: Prof. Dr. Michael Kuhn)
• Projekt „Parallelrechnerevaluation“ (Ansprechpartner: Prof. Dr. Michael Kuhn)

• Wettbewerb „Student Cluster Competition“ (Ansprechpartner: Prof. Dr. Michael Kuhn)

• Wettbewerb „Student Cluster Competition“ (Ansprechpartner: Prof. Dr. Michael Kuhn)