6533b85efe1ef96bd12c09ab

RESEARCH PRODUCT

Recognizing Video Resolution by Monitoring Memory Metrics in Mobile Clients

Ilenia TinnirelloAlessandro Randazzo

subject

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 network

description

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.

yearjournalcountryeditionlanguage
2019-06-012019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC)
https://doi.org/10.1109/fmec.2019.8795348