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Uber introduced ServiceScale and the Service Scale Controller, letting multiple orchestrators safely scale the same Kubernetes workloads. The Container Platform team runs 4,000 services on 3 million cores across 100 clusters. The change supports regional failover without reserved idle capacity, cutting steady-state provisioning from 2x to 1.3x and eliminating over one million CPU cores.
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