Deliverables

  • Plociennik, M., Rausch, A., Santa Cruz, M., Triana, J.. (September, 2024). D2.3 - Final Communication, training, outreach, dissemination and collaboration/liaison and exploitation plans and results. Zenodo. https://doi.org/10.5281/zenodo.11485073
  • Aguilar, Fernando. (September, 2024). D1.4 - Updated Data Management Plan. Zenodo. https://doi.org/10.5281/zenodo.11485060
  • Heredia, I.. (August, 2024). D5.3 - WP5 Updated implementation plan and progress report. Zenodo. https://doi.org/10.5281/zenodo.11485132
  • Costantini, A., Sáinz-Pardo, J., Kozlov, V., Dlugolinsky, S., Alarcón, C., Moltó, G.. (August, 2024). D4.3 - WP4 Updated implementation plan and progress report. Zenodo. https://doi.org/10.5281/zenodo.11485120
  • Calatrava, A., López García, A., Berberi, Lisana. (August, 2024). D3.3 - Final high-level architecture specification. Zenodo. https://doi.org/10.5281/zenodo.11485109
  • López García, A., Lloret Iglesias, M.. (June, 2024). D1.3 - Updated project handbook. Zenodo. https://doi.org/10.5281/zenodo.11485028
  • Constantini, Alessandro, Donvito, Giacinto, Sainz-Pardo, Judith, Kozlov, Valentin, Tran, Viet, Dlugolinsky, S., Šeleng, Martin, Alarcón, C.. (March, 2024). D4.2 - First release of the AI Platform as a Service. Zenodo. https://doi.org/10.5281/zenodo.10869931
  • David, Mario, Tran, Viet, Aguilar, Fernando. (March, 2024). AI4EOSC - D7.2 - Status report on Quality Assurance and data FAIRness. Zenodo. https://doi.org/10.5281/zenodo.10869540
  • Heredia, Ignacio, Heredia, Andrés, Obregón, Marta, Céspedes, Jaime, Moltó, Germán, Calatrava, Amanda, Aguirre, D., San Martín, Daniel, Díez, J., Santa Cruz, M., Berberi, Lisana. (February, 2024). AI4EOSC - D5.2 First release of experiment centric and composite-AI tools. Zenodo. https://doi.org/10.5281/zenodo.10729550
  • Kozlov, Valentin, Sainz-Pardo, Judith, Berberi, Lisana, Alibabaei, K., Vollmer, Elena, Błaszczak, M., Krzyżanek, M., Smok, J., Bartok, Juraj, Sisan, P., Papadopoulos, G., Izquierdo, Pablo. (February, 2024). AI4EOSC - D6.2 Intermediate status report about integration of pilot applications. Zenodo. https://doi.org/10.5281/zenodo.10729328

Publications

  • Nguyen, Giang, Sáinz-Pardo Díaz, Judith, Calatrava, Amanda, Berberi, Lisana, Lytvyn, Oleksandr, Kozlov, Valentin, Tran, Viet, Moltó, Germán, López García, Álvaro. (December, 2024). Landscape of Machine Learning Evolution: Privacy-Preserving Federated Learning Frameworks and Tools. Zenodo. https://doi.org/10.1007/s10462-024-11036-2
  • Giang, Nguyen. (November, 2024). Optimal Differential Privacy for Deep Learning Model Training. Zenodo. https://doi.org/10.1016/j.procs.2024.09.483
  • Sáinz-Pardo Díaz, Judith, López García, Álvaro. (November, 2024). An Open Source Python Library for Anonymizing Sensitive Data. Zenodo. https://doi.org/10.1038/s41597-024-04019-z
  • Sáinz-Pardo Díaz, Judith, Heredia Canales, Andres, Heredia, Ignacio, Viet, Tran, Nguyen, Giang, Alibabaei, Khadijeh, Obregón Ruiz, Marta, Rebolledo Ruiz, Susana, López García, Álvaro. (June, 2024). Making Federated Learning Accessible to Scientists: The AI4EOSC Approach. Zenodo. https://doi.org/10.1145/3658664.3659642
  • Sebastián, Risco, Caterina, Alarcón, Sergio, Langarita, Caballer, Miguel, Moltó, Germán. (December, 2023). Rescheduling Serverless Workloads Across the Cloud-to-Edge Continuum. Zenodo. https://doi.org/10.1016/j.future.2023.12.015
  • Ahmadzai, Mirwais, Nguyen, Giang. (December, 2023). Data Partitioning Effects in Federated Learning. Zenodo. https://doi.org/10.5281/zenodo.10378239
  • Caballer, Miguel, Moltó, Germán, Calatrava, Amanda, Blanquer, Ignacio. (September, 2023). Infrastructure Manager: A TOSCA-Based Orchestrator for the Computing Continuum. Zenodo. https://doi.org/10.1007/s10723-023-09686-7
  • Giang Nguyen, Oleksandr Lytvyn. (April, 2023). Secure Multi-Party Computation for Magnetic Resonance Imaging Classification. Zenodo. https://doi.org/10.1016/j.procs.2023.03.006
  • Giang Nguyen. (October, 2022). An Improved Sea Lion Optimization for Workload Elasticity Prediction with Neural Networks. Zenodo. https://doi.org/10.1007/s44196-022-00156-8