Thomas Hiessl

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Optimal Placement

Areas Of Computer Science

Industrial Process

Cognitive Scientists

Top Venues

Comput. Commun. Rev.

J. Parallel Distributed Comput.

Publications

Michael Ungersböck, Thomas Hiessl, Daniel Schall, Florian Michahelles
Explainable Federated Learning: A Lifecycle Dashboard for Industrial Settings. IEEE Pervasive Comput. 22 (1) (2023)
Alexander Keusch, Thomas Hiessl, Martin Joksch, Axel Sündermann, Daniel Schall, Stefan Schulte
Edge Intelligence for Detecting Deviations in Batch-based Industrial Processes. INDIN (2023)
Thomas Hiessl, Safoura Rezapour Lakani, Michael Ungersböck, Jana Kemnitz, Daniel Schall, Stefan Schulte
Lifecycle Management of Federated Learning Artifacts in Industrial Applications. ICFEC (2023)
Jana Kemnitz, Axel Weissenfeld, Leopold Schoeffl, Andreas Stiftinger, Daniel Rechberger, Bernhard Prangl, Thomas Kaufmann, Thomas Hiessl, Stephanie Holly, Clemens Heistracher, Daniel Schall
An Edge Deployment Framework to Scale AI in Industrial Applications. ICFEC (2023)
Thomas Hiessl, Safoura Rezapour Lakani, Jana Kemnitz, Daniel Schall, Stefan Schulte
Cohort-based federated learning services for industrial collaboration on the edge. J. Parallel Distributed Comput. 167 (2022)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Stephanie Holly, Thomas Hiessl, Safoura Rezapour Lakani, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
Evaluation of Hyperparameter-Optimization Approaches in an Industrial Federated Learning System. CoRR (2021)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR (2021)
Thomas Hiessl, Daniel Schall, Jana Kemnitz, Stefan Schulte
Industrial Federated Learning - Requirements and System Design. PAAMS (Workshops) (2020)
Thomas Hiessl, Daniel Schall, Jana Kemnitz, Stefan Schulte
Industrial Federated Learning - Requirements and System Design. CoRR (2020)
Thomas Hiessl, Vasileios Karagiannis, Christoph Hochreiner, Stefan Schulte, Matteo Nardelli
Optimal Placement of Stream Processing Operators in the Fog. ICFEC (2019)