Profile of Franz-Josef Pfreundt

Fields of Activity / Competences

  • Director Competence Center High Performance Computing and Visualization



Major Publications

  • Keuper, J.; Pfreundt, F.-J.:
    Distributed training of deep neural networks: theoretical and practical limits of parallel scalability.
    Proceedings of the Workshop on Machine Learning in High Performance Computing Environments (MLHPC '16), IEEE Press, Piscataway, NJ, USA, 19-26. DOI:, (2016).
  • Keuper, J.; Pfreundt, F.-J.:
    Asynchronous Parallel Stochastic Gradient Descent: A Numeric Core for calable Distributed Machine Learning Algorithms.
    Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments;, isbn 978-1-4503-4006-9, publisher ACM.
  • Dalheimer, M.; Pfreundt, F.-J.; Merz, P.:
    Agent-based Grid Scheduling with Calana.
    Proc. Second Grid Resource Management Workshop 2005, Poznan, Poland, Springer LNCS 3911, (2005).


A collection of publications by Franz-Josef Pfreundt in the Fraunhofer-Publica

Publication Type
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica