Internship telemetry and digital twin for optical network

il y a 16 heures


Massy, Île-de-France Nokia Bell Labs Temps plein

Job Description
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

How You Will Contribute And What You Will Learn
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

Key Skills And Experience

  • 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.

About Us
Advancing connectivity to secure a brighter world.
Nokia is a global leader in connectivity for the AI era. With expertise across fixed, mobile and transport networks, powered by the innovation of Nokia Bell Labs, we're advancing connectivity to secure a brighter world.

Learn more about life at Nokia .

About The Business Group
The Strategy and Technology organization drives Nokia's future innovation by identifying value-creation opportunities, setting a unified company vision, and developing coherent business, technology, and architecture strategies. It establishes a research foundation for new products and solutions while providing critical infrastructure to support secure and effective execution across all Nokia business units.

Nokia Bell Labs, the world-renowned industrial research arm of Nokia has pioneered breakthrough foundational technologies over the past 100 years like the transistor, laser, Unix, and solar cell - shaping modern communications, computing and connectivity. Today, it drives innovation in AI, quantum computing, 6G, and space communications, bridging groundbreaking research to real-world applications with meaningful impact on society. With ten Nobel Prizes and five Turing Awards, Nokia Bell Labs continues to define the future of technology.

Our recruitment process
We act inclusively and respect the uniqueness of people. Our employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. We are committed to a culture of inclusion built upon our core value of respect.

If you're interested in this role but don't meet every listed requirement, we still encourage you to apply. Unique backgrounds, perspectives, and experiences enrich our teams, and you may be just the right candidate for this or another opportunity.

The length of the recruitment process may vary depending on the specific role's requirements. We strive to ensure a smooth and inclusive experience for all candidates. Discover more about the recruitment process at Nokia .



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