WindMill - ESR13: Cognition-Based Networks

Dal 11.03.2019 al 26.04.2019

Full-time 36 months Early Stage Researchers (ESRs)/PhD student positions part of WindMill project (Integrating WIreless Communication Engineering and MachIne Learning). The project offers an excellent research and training programme:

• Opportunity to join a network of leading Universities, research institutes and companies in the field of wireless communications and machine learning.
• The ESR is primarily hosted by UniPD with stays in partner institutions (secondments).
• Training programme including regular summer and winter schools to build technical skills as well as soft skills.
• The ESRs will monthly receive a Living Allowance (3.413,88 euros), a Mobility Allowance (600 euros) and, where applicable, a Family Allowance (according to the Marie Curie-ITN rules). The above-mentioned allowances are gross EU contribution to the salary costs of the researcher, consequently the net salary results from deducting all compulsory (employer/employee) social security contributions from the gross amounts.
  
  

Objectives: (1) Develop a scalable network-wide unsupervised learning framework based on deep networks and probabilistic generative models; (2) Understand the fundamental limits of such learning systems and the related network performance, along with the importance of the various sensory data in the optimisation of key networking functionalities; (3) Build a suite of learning tools for specific network slicing objectives.

Expected Results: (1) Design a suite of learning tools for local and global optimisation objectives; (2) Define the strategy to effectively support the learning process and the network automation by exploiting the network softwarisation paradigm.

For more information: windmill.dei.unipd.it
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