The increasing cloudification of mobile networks is leading to increased complexity of network management due to the use of heterogeneous hardware and software network elements. The extreme high performance(latency, reliability, data rates, etc.) requirements of beyond-5G/6G applications necessitate the real-time diagnostic of network malfunctions and possible (automated) maintenance for prompt recovery. To enable this, advanced network monitoring solutions that take input from both the data plane and control plane to ensure a sustained network operation are highly desired. In particular, network management solutions that can minimize the human intervention in complex network management tasks (zero touch management), are of particular interest due to the rapidly growing complexity of end-to-end mobile networks and the increasing proliferation of machine-to-machine (M2M) communication.
Within the European MSCA-DTN project SCION, which aims to employ the key technologies of Digital Twin, blockchain and AI/ML for dependable network connectivity, we are looking for a highly motivated PhD candidate to explore novel techniques of network management. In particular, the objective is to come up with automated (zero touch) network management mechanisms utilizing AI/ML techniques to handle the unexpected situations. As part of the Advanced Networking Lab and the Center for Wireless Technology (CWTe), we solicitate applications from candidates with strong analytical skills and willingness to test novel approaches on our 5G Core, Backhaul and Radio Access Network laboratory testbeds. There will be ample opportunities to collaborate within the MSCA-DTN SCION consortium representing researchers from the leading European Universities and industrial research organizations working at the forefront of 6G mobile networks.
Minimum qualifications
Preferred qualifications:
A meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:
About us
Eindhoven University of Technology is an internationally top-ranking university in the Netherlands that combines scientific curiosity with a hands-on attitude. Our spirit of collaboration translates into an open culture and a top-five position in collaborating with advanced industries. Fundamental knowledge enables us to design solutions for the highly complex problems of today and tomorrow.
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Information
Do you recognize yourself in this profile and would you like to know more?
Please contact the hiring manager dr. K. C. Joshi (k.c.joshi[at]tue.nl).
Visit our website for more information about the application process or the conditions of employment. You can also contact HR Services Flux, HRServices.flux[at]tue.nl.
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Application
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We look forward to receiving your application and will screen it as soon as possible. The vacancy will remain open until the position is filled.