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education, research, and innovation, which has been inspiring generations of thinkers for over 400 years. Novel optical access and metro networks are essential to support fast growing capacity requirement
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of measuring and understanding social behaviour through digital trace data, such as email traffic, follower networks on a social platform, or spatial co-location networks. The gathered data offers a planetary
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education, research, and innovation, which has been inspiring generations of thinkers for over 400 years. The disaggregation of Radio Access Networks (RANs) introduces new challenges in energy management
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outcomes: Exploring associations between loneliness and depression symptoms over time using network approaches Supervisors: Dr Ann-Marie Creaven (ann-marie.creaven@ul.ie ) ; Dr Aoife Whiston (aoife.whiston