Tencent Cloud Developer

Dec 5, 2024 · Industry Insights

How AutoRec Boosts Live Streaming Reliability: A Deep Dive into Timeliness‑Enhanced Loss Recovery

This article summarizes the ACM MM 2024 paper on AutoRec, a timeliness‑enhanced loss‑recovery mechanism for large‑scale live streaming that leverages on‑off mode adaptation, online learning, and injection control to cut video stall frequency by 11.4% and duration by 5.2% without client changes.