Unchecked cloud spend is the silent margin killer of high-growth companies. Over 35% of cloud compute expenditure is wasted on over-provisioned instances and idle resources.
Utilize Vertical Pod Autoscalers (VPA) to continuously adjust CPU and memory resource requests based on real metrics, eliminating memory over-reservation.
Transitioning containerized microservices to ARM64 (AWS Graviton) processors yields a 40% improvement in price-performance relative to legacy x86 instances.
Run non-critical stateless workloads and AI training data prep on spot instances to achieve up to 70% discount off standard on-demand pricing.
Lead FinOps Analyst at FLEGAL Computer. Helped 100+ enterprises cut cloud bills.
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