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⚡ MQCS in CMSD to achieve MQAR

Olivia Walker

Editor in Chief

Jul 30, 2025

3:10 - 3:30

T-Mobile Park, Main Stage

Delivering a high-quality live streaming experience is critical for engaging viewers. However, manually detecting and switching between redundant streams during quality issues can be slow, leading to viewer dissatisfaction. In this lightning talk, we'll demonstrate using Media Quality Confidence Score (MQCS) to achieve Media-Quality Aware Resiliency (MQAR). MQCS automates the detection of video quality problems and is incorporated within Common Media Server Data (CMSD), which enables CDN services to intelligently select cross-region origins and execute automated failovers to the highest quality stream.

Reserve Your Spot–In Person or Online!

This hands-on workshop is available in person on Day 2 of BuffConf at SURF Incubator in Seattle and live on Twitch. Spots are limited for in-person attendees, so RSVP soon!


Add your name and email and we’ll send you a reminder the day before the event so you don’t miss it. It’s quick, easy, and totally worth it.

How will you attend?
In person (Seattle - SURF Incubator)
Virtually (Twitch livestream)

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