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- W2283444873 abstract "Recent work suggests that TCP throughput stability and predictability within a video viewing session can inform the design of better video bitrate adaptation algorithms. Despite a rich tradition of Internet measurement, however, our understanding of throughput stability and predictability is quite limited. To bridge this gap, we present a measurement study of throughput stability using a large-scale dataset from a video service provider. Drawing on this analysis, we propose a simple-but-effective prediction mechanism based on a hidden Markov model and demonstrate that it outperforms other approaches. We also show the practical implications in improving the user experience of adaptive video streaming." @default.
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- W2283444873 date "2015-06-17" @default.
- W2283444873 modified "2023-09-25" @default.
- W2283444873 title "Analyzing TCP Throughput Stability and Predictability with Implications for Adaptive Video Streaming" @default.
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- W2283444873 doi "https://doi.org/10.48550/arxiv.1506.05541" @default.
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