Geronimo Bergk

According to our database, Geronimo Bergk authored at least 6 papers between 2021 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation.

Geronimo Bergk, Behnam Shariati, Pooyan Safari, Johannes K. Fischer

JOCN, 2022

Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking.

Behnam Shariati, Wanda Baltzer, Geronimo Bergk, Pooyan Safari, Johannes Karl Fischer

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Traffic Monitoring and Analytics Framework for Optical Access Networks.

Behnam Shariati, Geronimo Bergk, Pooyan Safari, Mihail Balanici, Johannes K. Fischer, Ronald Freund

Proceedings of the 13th International Symposium on Communication Systems, 2022

2021

Inter-Operator Machine Learning Model Trading over Acumos AI Federated Marketplace.

Behnam Shariati, Pooyan Safari, Geronimo Bergk, Felix Immanuel Oertel, Johannes Karl Fischer

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Deep Convolutional Neural Network for Network-wide QoT Estimation.

Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Secure Multi-Party Computation and Statistics Sharing for ML Model Training in Multi-domain Multi-vendor Networks.

Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer

Proceedings of the European Conference on Optical Communication, 2021