Telemetry and digital twin for optical network
il y a 1 jour
Powered by the innovation of Bell Labs, Nokia is at the forefront of creating the technologies that are increasingly at the heart of our connected lives. The mission of Bell Labs is to define the future of communications and networking and deliver disruptive innovations that redefine human existence and business realities. Within Bell Labs, the "Optical Systems & Devices Research" lab investigates forward-looking research activities for the preparation of the future optical transport networks that will interconnect data centers, cities and continents. Until recently, such networks were expected to provide ever increasing capacity, flexibility and agility at reduced costs and energy footprint. Lately, a new dimension, security, emerges as a separate, high-priority need.
The future optical fabric offers digital services down to the physical network layer by introducing platforms to collect, visualize, analyze, and learn from the collected data. In this direction, recent works propose novel telemetry architecture thanks to generative AI feeding digital twin for optical networks.
We're seeking brilliant master's students to dive into the exciting topic
As an intern, you will work with data automatically collected from a small optical mesh network. You will gain hands-on experience with Nokia products, giving you insights into real-life optical systems. You will work towards a digital twin of the optical network. Your mission? Investigate of generative AI and LLM transform optical network data collection.
You will then propose a telemetry architecture using LLM to retrieve the collected data and feed the digital twin. If time permits, generative AI could be added further to propose optimization tasks or predictive maintenance operations.
You will be part of a dynamic team contributing to groundbreaking research to shape the future of the industry
Objectives:
Participating with other team members in lab experiments
Investigate the impact of generative AI to simplify data collection and utilization
Propose novel telemetry architecture
Design a digital twin leveraging genAI and the proposed telemetry
Background in optical communications and computer science
Eager to develop skills in a lab environment
Publish scientific results in international conferences
Strong spoken and written technical English.
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