How AI-Driven Kubernetes Optimization Reclaimed Millions from 47% Idle Capacity (opens in new tab)

By Shan Appajodu and Tuhin Kanti Sharma. Salesforce faced significant infrastructure challenges while scaling Hyperforce, the platform powering thousands of cloud services. Fragmentation across more than 8,000 Kubernetes-based services led to widespread over-provisioning, with nearly half of managed Kubernetes spend tied to idle capacity. While internal systems identified these inefficiencies, our service owners lacked the […] The post How AI-Driven Kubernetes Optimization Reclaimed Millions ...

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