Experiences and best-practices in operational networks.The 3rd Edition of AI Net Conference will take place from 31st March to 2ndApril 2020.
The conference will confirm its position as a leader event in AI and Machine Learning applied to the telecom area.
The 2020 program gives a large importance to ML & AI potential for network operations.
Use cases, addressed by large carriers, illustrate how machine learning helps to reduce from thousands of events to a handful of meaningful situations.
Predictive maintenance and anomaly detection with machine learning and AI algorithms in IP/MPLS domain are given a special insight.
The sessions: DevOps, Operational Use Cases, Smart Telemetry, Reinforcement Learning, Self Healing NetworksThe conference starts with a focus on service providers experience with DevOps. The session is followed by the debate “AI Ops : Evolution or Revolution”.
Other sessions address in detail operational prospective aspects of AI/ML:
- Smart Telemetry, or Intent Based Analytics demonstrate how one must avoid “dump telemetry”, trying to get as much data as possible and then doing nothing with it, since it is too late and lacks context.
- Reinforcement Learning, where an agent chooses actions in order to maximize the rewards given by a dynamic environment.
- In the Self Healing Networks experts demonstrate how the network must evolve from a static resource system to a flexible and dynamic system that can meet business objectives and service agility.
A Strong Presence of Service ProvidersService providers like Orange, Telefonica, Deutsche Telekom, Turk Telekom, Cox Communication and Vodafone discuss deployment challenges that are facing customers when exploring and implementing AI-based solutions for their operations.
A Tutorial on ML/DL for Anomaly Detection on Network DataThe tutorial covers end to end machine learning including and deep learning techniques applied to Network Data. The goal is to share a methodology that sketches all the steps from raw data transformation and visualization to model generation and application including performance evaluation.
75+ Countries Represented55 % of the delegates came from operators and enterprises. With 75 countries represented, the Congress confirmed its growing internationalization.
The figures show that 53% of the participants came from Europe, 15% from America, 10% from Asia, 11% from Middle East and Africa, 11% from Russia and Eastern Europe.
The MPLS+SDN+NFV/AInet conference offers the latest trends, conversations with experts and in-depth tutorials — I haven’t missed one in 20 years and I’m looking forward to the next one. ”
— Kireeti Kompella, Juniper Networks