Geronimo Bergk

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Convolutional Neural Network

Visual Analytics

Traffic Monitoring

Top Venues

Publications

Mihail Balanici, Behnam Shariati, Pooyan Safari, Geronimo Bergk, Johannes Karl Fischer
Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links. OFC (2024)
Geronimo Bergk, Behnam Shariati, Pooyan Safari, Johannes K. Fischer
ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation. JOCN 14 (3) (2022)
Behnam Shariati, Geronimo Bergk, Pooyan Safari, Mihail Balanici, Johannes K. Fischer, Ronald Freund
Traffic Monitoring and Analytics Framework for Optical Access Networks. CSNDSP (2022)
Behnam Shariati, Wanda Baltzer, Geronimo Bergk, Pooyan Safari, Johannes Karl Fischer
Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking. OFC (2022)
Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
Deep Convolutional Neural Network for Network-wide QoT Estimation. OFC (2021)
Behnam Shariati, Pooyan Safari, Geronimo Bergk, Felix Immanuel Oertel, Johannes Karl Fischer
Inter-Operator Machine Learning Model Trading over Acumos AI Federated Marketplace. OFC (2021)
Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
Secure Multi-Party Computation and Statistics Sharing for ML Model Training in Multi-domain Multi-vendor Networks. ECOC (2021)