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Technische Universität München

M.Sc. Dominik Huber

Ph.D. Candidate

Technische Universität München, Informatik 10
Lehrstuhl für Rechnerarchitektur & Parallele Systeme (Prof. Schulz)
Boltzmannstr. 3
85748  Garching b. Munich

Room: 01.04.039
Tel: +49 (89) 289 - 17659
Email: domi.huber@tum.de

Research Interests

  • Dynamic Resource Management in HPC
  • Parallel & Distributed Programming Models
  • Hardware-aware Programming
  • Games Engineering

Open Student Projects

If you are looking for a Bachelor's / Master's thesis, IDP or Guided Research project in one of the above areas do not hesitate to contact me.

We also offer plenty of student projects on our student project's website.

Checkout in particular the section about 'Dynamic Resource Management for HPC systems'!

Projects

Software

  • DynRes (Dynamic Resource Management software)

Publications

  • Jonas Posner, Tim Ellersiek, Nick Bietendorf, Dominik Huber, Martin Schreiber, Martin Schulz. (2025) Dynamic Resource Management: Comparison of Asynchronous Many-Task (AMT) and Dynamic Processes with PSets (DPP). Asynchronous Many-Task Systems and Applications. WAMTA 2025. https://zenodo.org/records/14902214

     

  • Yi Ju, Dominik Huber, Adalberto Perez, Philipp Ulbl, Stefano Markidis, Philipp Schlatter, Martin Schulz, Martin Schreiber, and Erwin Laure. (2025). Dynamic Resource Management for In-Situ Techniques Using MPI-Sessions. In Recent Advances in the Message Passing Interface: 31st European MPI Users' Group Meeting, EuroMPI 2024, Perth, WA, Australia, September 25–27, 2024, Proceedings. Springer-Verlag, Berlin, Heidelberg, 105–120. https://doi.org/10.1007/978-3-031-73370-3_7

     

  • Dominik Huber, Martin Schreiber, Martin Schulz, Howard Pritchard, Daniel Holmes. (2024) Design Principles of Dynamic Resource Management for High-Performance Parallel Programming Models. https://arxiv.org/abs/2403.17107

     

  • A. Tarraf et al. (2024) Malleability in Modern HPC Systems: Current Experiences, Challenges, and Future Opportunities. In: IEEE Transactions on Parallel and Distributed Systems, vol. 35, no. 9, pp. 1551-1564, Sept. 2024. https://doi.org/10.1109/TPDS.2024.3406764

     

  • Huber, D., Schreiber, M., Schulz, M. (2023). A Case Study on PMIx-Usage for Dynamic Resource Management. In: Bienz, A., Weiland, M., Baboulin, M., Kruse, C. (eds) High Performance Computing. ISC High Performance 2023. Lecture Notes in Computer Science, vol 13999. Springer, Cham. https://doi.org/10.1007/978-3-031-40843-4_4

     

  • Dominik Huber, Maximilian Streubel, Isaías Comprés, Martin Schulz, Martin Schreiber, and Howard Pritchard. (2022) Towards Dynamic Resource Management with MPI Sessions and PMIx. Proceedings of the 29th European MPI Users' Group Meeting (EuroMPI/USA'22). Association for Computing Machinery, New York, NY, USA, 57–67. https://doi.org/10.1145/3555819.3555856

     

  • Huber D, Schreiber M, Schulz M (2021) Graph-based multi-core higher-order time integration of linear autonomous partial differential equations. Journal of Computational Science p. 101349, https://doi.org/10.1016/j.jocs.2021.101349

     

  • Huber, D., Schreiber, M., Yang, D., Schulz, M. (2020). Cache-Aware Matrix Polynomials. Computational Science – ICCS 2020. ICCS 2020. Lecture Notes in Computer Science(), vol 12137. Springer, Cham. https://doi.org/10.1007/978-3-030-50371-0_10

 

Closed & Ongoing Student Projects

  • Aytekin, Tan. (2025) Design and Evaluation of Dynamic Resource Management in Charm++ using Dynamic Process with PSets (ongoing)
  • Acundaş, Hakan. (2025). Design and Evaluation of a PSet-based Monitoring System (ongoing)
  • Yilmazer, Zafer. (2024). Dynamic Resources for the MPI Backend in LAIK
  • Brauner, Daniel. (2024). Towards a Domain Specific Language for Dynamic Resource Management
  • Cetin, Berat. (2024). Development of Dynamic MPI-based Task-Graphs using Dynamic Processes with PSets
  • Krakau, Lorenz. (2024). Towards Bridging the Gap between Dynamic Scheduling Simulators and Dynamic Resource Management Software
  • Grimm, Jan. (2024). Design and Evaluation of Dynamic Resource Extensions for XBraid
  • Karacok, Kemal. (2023). Development and Evaluation of Dynamic Resource Management Strategies With BatSim
  • Corumlu, Mert. (2023). Development of Dynamic Resource Extensions for PETSc
  • Akcin, Basar. (2023). Design and Implementation of a CI System for HPC Software Development Using Docker Swarm
  • Schedel, Anton (2023): Development of a web-application for cost-benefit analysis of HPC innovations
  • Senkan Tamer, Yagiz. (2023). Analyzing and Modeling the Impact of Dynamic Resources in Power-constrained
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