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  • Puffer
    Stream live TV in your browser There's no charge You can watch U S TV stations affiliated with the NBC, CBS, ABC, PBS, Fox, and CW networks Puffer works in the
  • Puffer - Stanford University
    I am currently located in the United States Log in
  • Puffer - Stanford University
    must only contain letters, numbers, dashes, and underscores must be between 3 and 30 characters long
  • Puffer - Stanford University
    Puffer is a Stanford University research study about using machine learning to improve video-streaming algorithms: the kind of algorithms used by services such as YouTube, Netflix, and Twitch We are trying to figure out how to teach a computer to design new algorithms that reduce glitches and stalls in streaming video (especially over wireless networks and those with limited capacity, such as
  • Learning in situ: a randomized experiment in video streaming
    Abstract We describe the results of a randomized controlled trial of video-streaming algorithms for bitrate selection and network prediction Over the last year, we have streamed 38 6 years of video to 63,508 users across the Internet Sessions are randomized in blinded fashion among algorithms
  • Puffer - Stanford University
    Selected date (UTC): 2026-06-11T11_2026-06-12T11 (share a permalink) Full results: Storage bucket Retrained model: 20260611-1 tar gz video_sent measurement: video
  • Puffer - Stanford University
    Along with our research paper, we are publishing anonymized data collected on Puffer for the research community to investigate As our experiments are ongoing, new data is collected each day This data is posted daily to the Experiment Results page, which also contains all data collected since the experiment began in January 2019 On this page, we provide a brief description Please see the
  • Puffer - Stanford University
    One ABR algorithm implemented on Puffer is BOLA-BASIC, the simplest variant of BOLA BOLA finds wide use in industry, notably in the MPEG-DASH reference player used as the basis for video players at Akamai, BBC, Orange, and CBS 1 The overall goal of BOLA is to maximize each encoded chunk’s video quality while minimizing rebuffering To measure video quality, Puffer uses the structural





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