Academic Roles and Community Service

Overview
Gabriele Cavallaro (Senior Member, IEEE) received his B.Sc. and M.Sc. degrees in Telecommunications Engineering from the University of Trento, Italy, in 2011 and 2013, respectively, and a Ph.D. degree in Electrical and Computer Engineering from the University of Iceland, Iceland, in 2016. From 2016 to 2021, he served as the deputy head of the "High Productivity Data Processing" (HPDP) research group at the Jülich Supercomputing Centre (JSC), Forschungszentrum Jülich, Germany. Since 2022, he has been the Head of the ``AI and ML for Remote Sensing'' Simulation and Data Lab at the JSC. From 2022 to 2024, he served as an Adjunct Associate Professor at the Computer Science Department of the University of Iceland. Since August 2024, he is an Associate Professor with the Faculty of Electrical and Computer Engineering at the University of Iceland. From 2020 to 2023, he held the position of Lead for the High-Performance and Disruptive Computing in Remote Sensing (HDCRS) Working Group under the IEEE GRSS Earth Science Informatics Technical Committee (ESI TC). From 2023 to 2024, he served as Co-chair for the ESI TC. From 2024 to 2026, he served as Chair of the IEEE GRSS Quantum Earth Science and Technology Technical Committee (QUEST TC). Since 2026, he has been the Co-Chair of the IEEE Icelandic Section. Concurrently, he serves as a Visiting Professor at the European Space Agency (ESA) Φ-Lab, where he contributes to initiatives in high-performance and innovative computing for Earth observation. He served as an Associate Editor for the IEEE Transactions on Image Processing (TIP) from 2022 to 2024. He was the recipient of the IEEE GRSS Third Prize in the Student Paper Competition of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2015 (Milan, Italy). His research interests include remote sensing data processing with parallel machine learning algorithms that scale on distributed computing systems and innovative computing technologies.

Academic Roles
- Opponent: "Efficient Registration of Multi and Hyperspectral Remote Sensing Images on GPU" (Álvaro Ordóñez, University of Santiago de Compostela) November 18th 2021
- Master Thesis Opponent: Anna Karoline Silva, "SAR-Based Small Farm Boundary Delineation in Cloud Prone Regions: A Computationally Accessible Deep Learning Framework", University of Twente, 2026
- PhD Opponent: Álvaro Ordóñez, "Efficient Registration of Multi and Hyperspectral Remote Sensing Images on GPU", University of Santiago de Compostela, 2021
- Master Thesis Opponent: Haukur Ísfeld Ragnarsson, "Predicting Model Performance for Remote Sensing Hyperspectral Image Classification", University of Iceland, 2021
- Master Thesis Opponent: Erwin Szudrawski, "Generation of Training Data for Automatic Land Cover Classification", University of Iceland, 2019
- Chair of Special Theme "Quantum Technologies for Earth Observation", IEEE IGARSS, 9 - 14 August 2026 , Washington, D.C.
- Co-convener "Geospatial Foundation Models for Earth Observation and Earth Sciences: Current Solutions and Future Perspectives" session, European Geosciences Union (EGU), Vienna, Austria & Online | 3–8 May 2026
- Tutorial organizer: "End-to-End Machine Learning with Supercomputing and in the Cloud" (IEEE IGARSS 2023)
- Session organizer: "Scalable Parallel Computing for Remote Sensing" (IEEE IGARSS 2023)
- Session organizer: "Quantum computing next generation HPC" (IEEE IGARSS 2023)
- Summer school organizer: "High-Performance and Disruptive Computing in Remote Sensing" 2021 - 2026 (IEEE GRSS)
- Tutorial organizer: "End-to-End Machine Learning with High Performance and Cloud Computing" (IGARSS 2022)
- Session organizer: "Novelty Detection and Lifelong Learning for Robust Performance Under Ever-Changing Conditions" at IGARSS 2022
- Session organizer: "Quantum computing and ML in GRSS" at IGARSS 2022
- Workshop organizer: 1st International Workshop on "Searching and Mining Large Collections of Geospatial Data“ (GeoSearch) - 2021
- Session organizer: "Data Intensive Computing for Remote Sensing" at IGARSS 2021
- Session chair: "Deep Learning for Hyperspectral Image Classification" at IGARSS 2021
- Tutorial organizer: ''Scalable Machine Learning with High Performance and Cloud Computing''(IGARSS 2021)
- Session chair: "Data Fusion: Optical" atIGARSS 2020
- Workshop organizer: 11th IAPR International Workshop on Pattern Recognition in Remote Sensing (PRRS 2020/2021)
- Tutorial organizer: "High Performance and Cloud Computing for Remote Sensing Data" (IGARSS 2018)
- Workshop organizer: 1st International Workshop on "Searching and Mining Large Collections of Geospatial Data“ (GeoSearch)
- Session organizer: "Data Intensive Computing for Remote Sensing" session at IGARSS 2021
- Session chair: "Deep Learning for Hyperspectral Image Classification" session at IGARSS 2021
- Summer school organizer: "High-Performance and Disruptive Computing in Remote Sensing"-2021 (HDCRS Working Group)
- Session chair: "Data Fusion: Optical" session atIGARSS 2020
- Workshop organizer: 11th IAPR International Workshop on Pattern Recognition in Remote Sensing (PRRS 2020/2021)
- Tutorial organizer: "High Performance and Cloud Computing for Remote Sensing Data" (IGARSS 2018)
- ESA-NASA International Workshop on AI Foundation Model for EO, 5-7 May 2025 | ESA-ESRIN | Frascati, Italy
- EARTHVISION 2021 Workshop: Large Scale Computer Vision for Remote Sensing Imagery
- SDASC 2021: Workshop on Scalable Data Analytics in Scientific Computing
- IEEE Cluster 2020 Conference
- Euro-Par 2020: 26th International European Conference on Parallel and Distributed Computing
- JURSE 2029: Biennial International Joint Urban Remote Sensing Event
- Euro-Par 2019: 25th International European Conference on Parallel and Distributed Computing
- ISMM 2019: International Symposium on Mathematical Morphology
- SDASC 2019: Workshop on Scalable Data Analytics in Scientific Computing
- EARTHVISION 2021 Workshop: Large Scale Computer Vision for Remote Sensing Imagery
- SDASC 2021: Workshop on Scalable Data Analytics in Scientific Computing
- IEEE Cluster 2020 Conference
- Euro-Par 2020: 26th International European Conference on Parallel and Distributed Computing
- JURSE 2029: Biennial International Joint Urban Remote Sensing Event
- Euro-Par 2019: 25th International European Conference on Parallel and Distributed Computing
- ISMM 2019: International Symposium on Mathematical Morphology
- SDASC 2019: Workshop on Scalable Data Analytics in Scientific Computing
- IEEE Transactions on Image Processing (TIP), 2022-2024
- IEEE JSTARS Special Issue on "Advances in Pattern Recognition in Remote Sensing", 2021
- International Journal of Remote Sensing Special Issue on "Learning from Data for Remote Sensing Image Analysis", 2021
- IEEE JSTARS Special Issue on "Advances in Pattern Recognition in Remote Sensing", 2021
- International Journal of Remote Sensing Special Issue on "Learning from Data for Remote Sensing Image Analysis", 2021
- IEEE JSTARS Special Issue on "Advances in Pattern Recognition in Remote Sensing", 2021
- International Journal of Remote Sensing Special Issue on "Learning from Data for Remote Sensing Image Analysis", 2021
- IEEE Transactions on Parallel and Distributed Systems (TPDS)
- Proceedings of the IEEE
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- IEEE Geoscience and Remote Sensing Letters (GRSL)
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
- IEEE Transactions on Parallel and Distributed Systems (TPDS)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- IEEE Geoscience and Remote Sensing Letters (GRSL)
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)