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⚡ MQCS in CMSD to achieve MQAR

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.

Adam Brown

Co-Founder & CTO

Mux

Adam Brown co-founded Mux in 2015 and leads technology and architecture for the developer-first video infrastructure platform. With deep roots in video technology, Adam has built high-performance encoding systems, low‑latency live streaming pipelines, and scalable cloud video infrastructure, including during his time at Zencoder and Brightcove, with additional experience in VR rendering at Otoy.

Known for merging engineering rigor with developer empathy, he’s focused on enabling seamless, scalable video delivery and real-time analytics through API-first products like Mux Video and Mux Data.

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