Lightning Talk: Automated AI Model Deployment within ONAP
AI will enable more intelligent automation, able to constantly adapt to field reality and specificities.Through this talk, a prospective vision of the management of an Al model learning, deployment an …
| Talk Title | Lightning Talk: Automated AI Model Deployment within ONAP |
| Speakers | Nicolas EDEL (Senior System Administrator, Orange), Alassane Samba (Research Scientist, Orange) |
| Conference | Open Networking Summit Europe |
| Conf Tag | |
| Location | Antwerp, Belgium |
| Date | Sep 23-25, 2019 |
| URL | Talk Page |
| Slides | Talk Slides |
| Video | |
AI will enable more intelligent automation, able to constantly adapt to field reality and specificities.Through this talk, a prospective vision of the management of an Al model learning, deployment and updating within ONAP will be presented.It will be accompanied by a demo that shows how new intelligent policies can be learned and updated based on the data collected from ONAP and its managed services at runtime.Different aspects are considered such as dataset collection through a data lake, model learning from the data lake, model evaluation, model transformation into microservice, microservice deployment, microservice output usage by Policy component and the automation of the whole process facilitating model updating.
