Search results for "MLP"

showing 2 items of 22 documents

Nonlinear black-box models for short-term forecasting of air temperature in the town of Palermo

2011

Weather data are crucial to correctly design buildings and their heating and cooling systems and to assess their energy performances. In the intensely urbanized towns the effect of climatic parameters is further emphasized by the Urban Heat Island (UHI) phenomenon, known as the increase in the air temperature of urban areas, compared to the one measured in the extra-urban areas. The analysis of the heat island needs detailed local climate data which can be collected only by a dedicated weather monitoring system. The Department of Energy and Environmental Researches of the University of Palermo (Italy) has built up a weather monitoring system that works 24 hours per day and makes data availa…

urban heat island.Settore ING-IND/11 - Fisica Tecnica AmbientaleMeteorologyartificial neural networks nonlinear black-box models MLP temperature short-term forecastingTerm (time)Weather stationNonlinear systemBlack boxAir temperatureClimatologyWeather dataEnvironmental scienceUrban heat islandIntensity (heat transfer)
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Recognizing Video Resolution by Monitoring Memory Metrics in Mobile Clients

2019

Content delivery is one of the most successful applications in mobile networks. Mobile edge servers are significantly contributing to the improvement of this type of applications, by also performing resolution adaptations as a function of the radio link quality observed by the users. In this paper, we face the problem of dynamically tracking the perceived video resolution by mobile clients in a mobile edge environment to guarantee an agreed Service Level Agreement (SLA). To this purpose, we propose a protocol-agnostic approach, based on monitoring some memory metrics of a running video streaming process at the mobile client, for identifying the time-varying resolution of the video content.

working set size mobile edge computing video resolution MLP networks memory metricsMobile edge computingSettore ING-INF/03 - TelecomunicazioniComputer sciencebusiness.industryRadio Link ProtocolWorking set sizeProcess (computing)Display resolutionlaw.inventionService-level agreementlawServerEnhanced Data Rates for GSM EvolutionbusinessComputer network2019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC)
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