2021 · 15 citations · 23 references
ComputingCloud ComputingInformation TechnologyEdge ComputingMobile ComputingMobile SystemsMobile CommunicationMobile Edge ComputingMobile MediaMobile Multimedia SystemsMobile NetworksMulti-access Edge ComputingMec ArchitectureMobile Edge Computing ArchitectureMobile Video StreamingMultimedia Service AdaptationMultimedia StreamingSimulation-based TestingTransmission EfficiencyTransmission Efficiency Analysis
The Multi-access Edge Computing (MEC) paradigm offers cloud-computing support to rich media applications, including Dynamic Adaptive Streaming over HTTP (DASH)-based ones at the edge of the network, close to mobile users. MEC servers, typically deployed at base stations (BS), help reduce latency and improve quality of experience (QoE) of video streaming. Unfortunately the communications involving mobile users require handovers between BSs and these influence both transmission efficiency because of the relative position of the MEC servers and transit cost. At the same time, serving MEC for a mobile user should not necessarily be changed when handover occurs. This paper introduces QoE Ready to Respond (QoE-R2R), a QoE-aware MEC Selection scheme for DASH-based mobile adaptive video streaming for optimizing video transmission in a MEC-supported network environment. Simulation-based testing shows that the proposed (QoE-R2R) scheme outperforms some traditional alternative solutions. Compared to hit rate and delay-based schemes, QoE-R2R reduces by 27.6% transmission time and improves with 6.2% QoE.
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Neural Adaptive Video Streaming with Pensieve
Hongzi Mao, Ravi Netravali, Mohammad Alizadeh · 2017 · 1.3K citations · Full text
A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP
Xiaoqi Yin, Abhishek Jindal, Vyas Sekar et al. · 2015 · 995 citations · Full text
End-to-End Simulation of 5G mmWave Networks
Marco Mezzavilla, Menglei Zhang, Michele Polese et al. · IEEE Communications Surveys & Tutorials · 2018 · 447 citations · Full text
Engineering, Electrical Engineering, Digital Communication +16