Confused, timid, and unstable: picking a video streaming rate is hard

  title={Confused, timid, and unstable: picking a video streaming rate is hard},
  author={Te-Yuan Huang and Nikhil Handigol and Brandon Heller and Nick McKeown and Ramesh Johari},
  booktitle={Internet Measurement Conference},
Today's commercial video streaming services use dynamic rate selection to provide a high-quality user experience. Most services host content on standard HTTP servers in CDNs, so rate selection must occur at the client. We measure three popular video streaming services -- Hulu, Netflix, and Vudu -- and find that accurate client-side bandwidth estimation above the HTTP layer is hard. As a result, rate selection based on inaccurate estimates can trigger a feedback loop, leading to undesirably… CONTINUE READING
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