IEEE INFOCOM 2022 - IEEE Conference on Computer Communications · 2022 · 55 citations · 24 references
ComputingCloud ComputingComputer SystemsCloud ArchitectureCloud InfrastructureDistributed SystemsLatency OptimizationRoutingGeo-distributed RoutingGeo-distributed SystemsInter-cloud RoutingLow-latency DesignNetwork Latency MitigationOverlay Network DesignOverlay Network TopologySystem Latency
User-perceived latency is important for the quality of experience (QoE) of wide-area real-time communications (RTC). This paper explores a futuristic yet important problem facing the RTC community: can we exploit emerging mega-constellations to facilitate low-latency RTC globally? We carry out our quest in three steps. First, through a measurement study associated with a large number of geo-distributed RTC users, we quantitatively expose that the meandering routes in the client-cloud and inter-cloud-site segment of existing cloud-based RTC architecture are critical culprits for the high latency issue suffered by wide-area RTC sessions. Second, we propose SPACERTC, a satellite-cloud cooperative framework that adaptively selects relay servers upon satellites and cloud sites to build an overlay network which enables diverse close-to-optimal paths, and then judiciously allocates RTC flows upon the network to facilitate low-latency interactions. Finally, we implement our SPACERTC prototype on an experimental environment based on public constellation information and RTC trace, and extensive experiments demonstrate that SPACERTC can deliver near-optimal interactive latency, with up to 64.9% latency reduction as compared to other state-of-the-art cloud-based solutions under representative videoconferencing traffic.
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