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Future Work

Next Steps​

Taking into account the work developed until this moment, the problems we will be focusing on in the future are the following:

  • Enhancing model parameterization;
  • Implementing user authentication and other privacy measures, following the RBAC principles, for a more secure access to the dashboard's information;
  • Implementing the data governance component of our pipeline, responsible for ensuring specific policies over the received data, for example;
  • Further implementing and improving the existing Monitoring & Logging system of the pipeline and respective components;
  • Implementing the Decision Making and Classification component of the pipeline, responsible for receiving the generated inferences and deciding actual measures to apply to the affected network(s);
  • Integrating the developed work within a real 5G network (5G OAM).

Besides this, further optimization will be done to the existing framework to improve performance and reliability.