Puffer (research study)

Puffer is a free and open-source live TV research study operated by Stanford University to improve video streaming algorithms.

The study allows users across the United States to watch seven over-the-air television stations broadcasting in the San Francisco Bay Area media market for free.

[2][3] The research study uses machine learning to improve video-streaming algorithms, such as those commonly used by services like YouTube, Netflix, and Twitch.

The goal is to teach a computer to design new algorithms that reduce glitches and stalls in streaming video (especially over wireless networks and those with limited capacities, such as in rural areas), improve picture quality, and predict how the capacity of an Internet connection will change over time.

In addition, the service only re-transmits free over-the-air television channels in the San Francisco Bay Area media market, specifically the following ones picked up by an antenna located on the Stanford campus: KTVU 2 (Fox), KPIX 5 (CBS), KGO 7 (ABC), KQED 9 (PBS), KNTV 11 (NBC), KQED+ 54 (PBS) (July 21, 2023 – August 1, 2023), KPYX 44 (Independent) (returned August 4, 2023), and KDTV 14 (Univision).