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  1. metro-haul.eu

    14th (Mon) May: Massimo Tornatore from Politecnico di Milano (Polimi), Italy will have a tutorial [9:15 - 10:15]:. Title: "An Introduction to Machine Learning in Optical Transport networks" Abstract: This tutorial provides introductory concepts of Machine Learning (ML) and an overview of its main applications in optical networks.Then our experience in developing some specific ...
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  3. metro-haul.eu

    An Introduction to Machine Learning in Optical Transport Networks Massimo Tornatore; Politecnico di Milano (PoliMi) not applicable: 14 May 2018: Not yet decided: 22nd Conference on Optical Network Design and Modelling (ONDM) 2018: Virtual-Network-Function Placement for Dynamic Service Chaining in Metro Networks Leila Askari; Ali Hmaity ...
  4. re.public.polimi.it

    Fig. 1: Machine learning aware SDN network architecture. (a) SDN architecture composed by Infrastructure, Control and Application planes. (b) Detailed schema of the machine learning Routing Computation module. (c) GUI provided by the ONOS SDN controller in which is visible the topology and the flows of the Mininet network.
  5. cordis.europa.eu

    D5.5. METRO-HAUL Demo 2 D5.5 reports on the demo2 crowdsourced video tracking implementation. It is composed of a software release and a companion document describing the progress achieved in the integration, use cases implementation and the functionalities available for demonstration.
  6. The H2020 METRO-HAUL European project has architected a latency-aware, cost-effective, agile, and programmable optical metro network. This includes the design of semi-disaggregated metro nodes with compute and storage capabilities, which interface effectively with both 5G access and multi-Tbit/s elastic optical networks in the core.
  7. metro-haul.eu

    Bringing Flexibility to the Optical Metro Network in Support of 5G : Successful Metro-Haul Plenary Meeting Hosted by CTTC in Castelldefels. November, 2017 The Metro-Haul project is an EU funded project that has been awarded €7.7 million to fund ambitious research into the application of scalable optical networks to future 5G […]
  8. The overall Metro-Haul objective is to architect and design cost-effective, energy-efficient, agile and programmable metro networks that are scalable for 5G access and future requirements, encompassing the design of all-optical metro nodes (including full compute and storage capabilities), which interface effectively with both 5G access and multi-Tbit/s elastic core networks.
  9. cordis.europa.eu

    METRO-HAUL is a project proposal addressing the Horizon 2020 ICT-07 5G PPP call; it is an RIA, focusing on strand 2 (high capacity elastic - optical networks) and strand 3 (software networks). The central topic is cost-efficient optical metro networks for 5G backhaul. The...
  10. ieeexplore.ieee.org

    Jan 10, 2023Abstract: Optical access networks are envisioned to become increasingly complex as they support more and more diverse and immersive services, each with a different capacity, latency, and reliability need. While machine learning has been touted as a silver bullet that will intelligently manage network operations and resources to meet these demands, as it had been anticipated for core and metro ...
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