Bare metal vs cloud for AI workloads stops being theoretical when GPU demand turns predictable, utilization stays high, and finance starts questioning why premium cloud pricing still supports routine infrastructure.
Enterprise Cloud Pricing Analysis usually starts after the third unexplained spike, not the first. By then, the CIO is done listening to unit pricing slides. Finance is asking why spending …
Inter-AZ data transfer cost optimization is about stopping cross-zone routing, retry amplification, and chatty services. Map traffic to billing meters, keep steady-state calls local, and add guardrails to prevent drift.
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