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Publications

Papers

2026

  1. Sympolis. [DOI]
    L. Gruber,
    “Sympolis.” WorkflowHub, 2026, doi: 10.48546/WORKFLOWHUB.WORKFLOW.2367.1.
  2. From Monolith to Serverless: Running a Component-Based Scientific Workflow Across Execution Paradigms. [DOI]
    L. Gruber, N. Herbst, M. Copik, and S. Kounev,
    “From Monolith to Serverless: Running a Component-Based Scientific Workflow Across Execution Paradigms,” in Companion of the 17th ACM/SPEC International Conference on Performance Engineering, New York, NY, USA, 2026, pp. 148–153, doi: 10.1145/3777911.3800635.
  3. Towards a Blackboard-based Scientific Workflow Orchestration: A Proof-of-Concept Implementation (Poster Paper). [DOI]
    D. Linke, L. Gruber, D. Dingel, N. Ferger, N. Herbst, and S. Kounev,
    “Towards a Blackboard-based Scientific Workflow Orchestration: A Proof-of-Concept Implementation (Poster Paper),” in Companion of the 17th ACM/SPEC International Conference on Performance Engineering, New York, NY, USA, 2026, pp. 98–99, doi: 10.1145/3777911.3799731.
  4. Self-Aware Scientific Workflow Orchestration based on a Blackboard Architecture. [Website]
    S. Kounev et al.,
    “Self-Aware Scientific Workflow Orchestration based on a Blackboard Architecture,” Sept. 2026.

2025

  1. Automated crevasse mapping for Alpine glaciers: A multitask deep neural network approach. [DOI]
    C. A. Baumhoer, S. Leibrock, C. Zapf, W. Beer, and C. Kuenzer,
    “Automated crevasse mapping for Alpine glaciers: A multitask deep neural network approach,” International Journal of Applied Earth Observation and Geoinformation, vol. 139, p. 104495, 2025, doi: 10.1016/j.jag.2025.104495.
  2. Settlement Delineation and Analysis. [DOI]
    L. Gruber,
    “Settlement Delineation and Analysis.” WorkflowHub, 2025, doi: 10.48546/WORKFLOWHUB.WORKFLOW.1308.4.
  3. Energy Use in Data Centers: Current Figures and Trends. [DOI]
    T. Hoßfeld,
    “Energy Use in Data Centers: Current Figures and Trends.” ITG News 03/2025, p. 14, June 2025, doi: 10.25972/OPUS-41670.
  4. Internet of Everything: resilient and efficient.
    T. Hoßfeld and W. Kellerer,
    “Internet of Everything: resilient and efficient.” Gesellschaft für Informatik (GI): GI Grand Challenges 2025, 2025, [Online]. Available: https://gi.de/fileadmin/GI/Projekte/Grand-Challenges/Internet_of_Everything_-_Longform_for_Download.pdf.
  5. Scalability of Networks and Systems. [DOI]
    T. Hoßfeld, P. E. Heegaard, W. Kellerer, and S. Kounev,
    “Scalability of Networks and Systems,” in Systems Benchmarking: For Scientists and Engineers, Cham: Springer Nature Switzerland, 2025, pp. 347–368.
  6. Continuous Earth Observation of Forest Dynamics and Biodiversity. [DOI]
    N. Herbst et al.,
    “Continuous Earth Observation of Forest Dynamics and Biodiversity,” Commun. ACM, vol. 68, no. 7, pp. 102–107, June 2025, doi: 10.1145/3724501.
  7. Systematic Review of Satellite-Based Earth Observation Applications for Wildlife Ecology Research in Terrestrial Polar and Mountain Regions. [DOI]
    H. Wehner, A. Dietz, S. Kounev, and C. Kuenzer,
    “Systematic Review of Satellite-Based Earth Observation Applications for Wildlife Ecology Research in Terrestrial Polar and Mountain Regions,” Remote Sensing, vol. 17, no. 16, 2025, doi: 10.3390/rs17162780.
  8. The FISHNET Case Study on Implementing and Scaling a Complex Earth Observation Workflow . [DOI]
    L. Gruber, N. Herbst, P. Friedl, T. T. Nguyen, T. Esch, and S. Kounev,
    “ The FISHNET Case Study on Implementing and Scaling a Complex Earth Observation Workflow ,” in 2025 IEEE International Conference on eScience (eScience) , Los Alamitos, CA, USA, Sept. 2025, pp. 159–168, doi: 10.1109/eScience65000.2025.00027.
  9. PARAGRAPH: Phase-Aware Resource Demand Profiling for HPDA/HPC Jobs. [DOI]
    I. Rohwer, N. Herbst, M. Schwinger, P. Friedl, M. Stephan, and S. Kounev,
    “PARAGRAPH: Phase-Aware Resource Demand Profiling for HPDA/HPC Jobs,” in Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, New York, NY, USA, 2025, pp. 3–10, doi: 10.1145/3676151.3719364.

Talks

2026

  1. Cooperation between Informatics and Earth Observation Geoinformatics: the DFG Research Unit Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.
    C. Kuenzer,
    “Cooperation between Informatics and Earth Observation Geoinformatics: the DFG Research Unit Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.” Lecture at JMU Wuerzburg, in the context of the International EAGLE MSc (Earth Observation and Geoinformation for the Living Environment) block lecture, University of Würzburg, Germany, Winter 2026.
  2. DFG Research Unit 5696 SOS: Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.
    C. Kuenzer,
    “DFG Research Unit 5696 SOS: Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.” Earth Observation Center of the German Aerospace Center, DLR, Oberpfaffenhofen, Germany, Feb. 03, 2026.
  3. Panel on AI-Native Networks: From Autonomous Management to Intelligent Infrastructure.
    T. Hoßfeld,
    “Panel on AI-Native Networks: From Autonomous Management to Intelligent Infrastructure.” International Federation for Information Processing (IFIP) Networking 2026 Conference, Lugano, Switzerland, May 2026, [Online]. Available: https://networking.ifip.org/2026/.

2025

  1. Earth Observation Potentials for Wildlife Ecology Research in Mountain Regions: A case study about the influence of snow cover on the autumn migration of the Northern Bald Ibis. [Website]
    H. Wehner and A. Dietz,
    “Earth Observation Potentials for Wildlife Ecology Research in Mountain Regions: A case study about the influence of snow cover on the autumn migration of the Northern Bald Ibis,” Sept. 2025, [Online]. Available: https://elib.dlr.de/216810/.
  2. Serverless Scientific Workflow Engineering for Interdisciplinary Research in Earth Observation and Computational Ecology. [Website]
    S. Kounev,
    “Serverless Scientific Workflow Engineering for Interdisciplinary Research in Earth Observation and Computational Ecology,” Sept. 2025, [Online]. Available: https://www.escience-conference.org/2025/keynotes.
  3. High Performance Data Analytics for Earth Observation at LRZ. [Website]
    V. Pauw,
    “High Performance Data Analytics for Earth Observation at LRZ,” Sept. 2025, [Online]. Available: https://enviroinfo2025.gi.de/programme.
  4. Information and Communication Technology (ICT) and Sustainability – Use Case of Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.
    T. Hoßfeld,
    “Information and Communication Technology (ICT) and Sustainability – Use Case of Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.” Guest lecture for students of Computer Science and Sustainability (B.Sc.) at JMU Würzburg, University of Würzburg, Germany, Jan. 2025.
  5. DFG Research Unit 5696 SOS: Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.
    S. Kounev,
    “DFG Research Unit 5696 SOS: Serverless Scientific Computing and Engineering for Earth Observation and Sustainability Research.” Invited Talk at the Annual Meeting of GIBU 2025 (Beirat der Universitätsprofessorinnen und -professoren in der Gesellschaft für Informatik e.V.), Schloss Dagstuhl, Wadern, Germany, May 14, 2025, [Online]. Available: https://www.dagstuhl.de/de/seminars/seminar-calendar/seminar-details/25163.