⚡ Lightning Talk: Stateful Service Federation in Large-Scale Search, Ads, and Recommendation Scenarios at Xiaohongshu
Lightningat KubeCon + CloudNativeCon China 2025 · on Tuesday, 2025-06-10· at 16:40· Level 16 | Grand Ballroom I·
summary
Describes how Xiaohongshu uses Karmada to federate stateful workloads (search, ads, recommendation) across multiple Kubernetes clusters to avoid single-cluster capacity limits. Explains design and implementation of scheduling and deployment capabilities for stateful service replicas that each maintain independent index-table state, enabling transparent scaling without manual workload migration.
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