AI – Page 2 – Student Projects

Development of digital twins of optical networks using machine learning – Taken, no longer available

Marco Ruffini (email | all projects)

Project Description: Over the past few years, telecommunications networks have migrated towards concepts of virtualisation and programmability, which has recently also affected the optical layer [1]. This has provided the opportunity to build more intelligent control of optical networks, for example to predict quality of transmission and thus improve overall network utilisation, as transmission channels … Read more

Individualised project in Wireless networking, Machine Learning, Artificial Intelligence, Quantum Computing (and associated application domains)

Meriel Huggard (email | all projects)

I am happy to supervise a project in all the areas of computer networking that I am interested in — wireless networking, Machine Learning, Artificial Intelligence and in their application to a wide range of real world settings (healthcare, IoT, structural health monitoring). I am particularly interested in exploring some aspects of quantum computing; for … Read more

Privacy-preserving disease prediction using homomorphic encryption and federated learning

Meriel Huggard (email | all projects)

The advent of IoT devices led to the creation of many different, distributed machine learning techniques to identify patterns and make logical decisions based on the large volumes of data generated. Traditionally, these devices readily shared their raw data with a centralised server. However, this sharing of raw data is not conducive to maintaining the … Read more