This thesis is focused on investigating a better support for large-scale sensing platforms which are dedicated to inference of social interaction, among other aspects. The main expected outcome are mobile edge based mechanisms that can reduce latency and energy consumption of these platforms, by leveraging the network to best adjust to data computation requirements and to context

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