AI/ML Researcher for Intelligent Optical Network Management

2 months ago


Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time
Research Opportunity in Optical Network Management

Chalmers tekniska högskola is seeking a highly motivated PhD student to contribute to the development of advanced AI/ML techniques for intelligent optical network management. The successful candidate will work in collaboration with Telia AB, the largest network operator in the Nordics, to address key challenges in optical network design and operation.

Project Overview

The PhD project aims to leverage the latest advances in AI/ML to improve the flexibility, agility, and efficiency of optical networks. The research will focus on developing new approaches for optimizing optical network design and operation, and integrating them into proof-of-concept demonstrators. The candidate will have the opportunity to work on a range of topics, including optical network design, network flexibility and reliability, advanced monitoring, and failure management.

Responsibilities
  • Formulate research questions and develop strategies to solve them, within the scope of the project.
  • Develop new AI/ML approaches for optimizing optical network design and operation, and integrate them into proof-of-concept demonstrators.
  • Collaborate with other researchers from academia and industry to advance the state-of-the-art in optical network management.
  • Communicate research results through high-impact journals and conferences.
About the Division and Unit

The CAOS division conducts advanced research on various aspects of communication infrastructure. The ON group focuses on research in areas such as network automation, control and management, fiber access and mobile transport networks, network sustainability, reliability, security, and survivability, and converged fiber-wireless networks.



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