Unlocking Elastic Resource Sharing: TikTok’s Cloud‑Native Mix‑Mode Scaling
This article explains how TikTok’s cloud‑native platform leverages elastic scaling, monitoring, and quota systems to dynamically share resources between online, latency‑sensitive services and offline, batch workloads, improving utilization while preserving service stability across tidal traffic patterns.