[Taken] Information-Centric Networking for the Internet of Things

Current communication between devices and cloud infrastructure for the Internet of Things is based largely on IPv4 or IPv6. Information-Centric Networking (ICN) proposes to retrieve information from the ‘network’ based on named content instead of focussing on communication with a endpoints identified by addresses. Traditional sensors such as temperature sensors, GPS etc can be seen … Read more

[Taken] WebTransport/HTTP3 and Kubernetes

Kubernetes provides an orchestration and runtime system for micro-services based on containers. The implementation of this virtualised infrastructure is based largely on communication using TCP and HTTP. In contrast, current web browsers and web servers are using QUIC, HTTP/3 and WebTransport to communicate as well. This project will investigate the use of QUIC, HTTP3 and … Read more

[Taken] Development of Design Metrics for Communication Protocols

Currently, communication protocols are developed based on best practices, intuition, and discussion amongst developers. The performance of these protocols is then measured in terms of throughput, use of available bandwidth, scalability, etc. These measurements demonstrate the performance of a protocol but do not give any indication about the quality of the design of the protocol. … Read more

[Taken] Web-Browser and Server for Information-Centric Networking

The current Internet architecture assumes communication based on the identity of hosts e.g. the name/IP address of a webserver in a URL. Individual clients connect to specific servers to retrieve documents and videos. Information-centric networking instead assumes that content is the focus of communication and is uniquely named in networks e.g. a consumer asks a … Read more

[Taken] WebTransport/HTTP3/QUIC on Embedded Systems

In contrast to conventional web-browsers and servers, solutions for embedded systems are challenged by resource restrictions such as limited memory and processing power, reliance on battery power and restricted connectivity to communication networks. Concential web-browsers and servers are moving towards employing a combination of HTTP/3 and QUIC, potentially with WebTransport being based on top of … Read more

[Taken] Persistent Interests for Named-Data Networking

Current communication between devices and cloud infrastructure is based largely on IPv4 or IPv6. Information-Centric Networking (ICN) proposes to retrieve information from the ‘network’ based on named content instead of focussing on communication with a endpoints identified by addresses. ICN approaches such as Named-Data Networking (NDN) require consumers to express interests for individual chunks of … Read more

Boosting Language Learning with Machine Learning (taken)

Learning a second language is a challenging and time-consuming task. While a myriad of strategies have been proposed, we are still far from reaching an optimal personalised solution. Users either drop out early in the process or, once they reach a sufficient level of proficiency, they hit a plateau that seems impossible to overcome. This … Read more

-This project is taken and no longer available Machine-learning based, data analysis of energy consumption of 5G Networks.

Project Description:  We are witnessing a new green transformation of communication networks, which is driven by the European green agenda. In terms of cellular networks, one of the driving forces enabling intelligent control is the O-RAN architecture (Open Radio Access Networks), which allows to dynamically optimize the network performance. O-RAN makes it possible to use … Read more

– This project is taken and no longer available – Development of digital twins of optical networks using machine learning

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