• Technical Conference:  30 March – 03 April 2025
  • Exhibition: 01 – 03 April 2025
  • Moscone Center, San Francisco, California, USA
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Demonstration of a Compositional Learning Framework for Open and Disaggregated Optical Network Control (M3Z.10)

Presenter: Huy Tran, Nokia Bell Labs

We introduce an automated Compositional Learning Framework, which can dynamically combine ML models to create a composite ML service. It leverages the MLOps principle to streamline drift-aware ML workflows. We showcase its applicability in a dynamic Routing Modulation and Spectrum Allocation scenario with the open disaggregated control platform.

Authors:Huy Tran, Nokia Bell Labs / Javier Errea, Nokia Bell Labs / Trung Thieu, Nokia Bell Labs / Quan Pham Van, Nokia Bell Labs / Nakjung Choi, Nokia Bell Labs / Dominique Verchere, Nokia Bell Labs / Adlen Ksentini, EURECOM Research Institute / Djamal Zeghlache, Institut Polytechnique de Paris

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