Operational Labor Cost in AI Infrastructure Teams
Labor costs now dwarf infrastructure spend in AI projects, reshaping team budgets.
Priya Subramaniam
Senior Editor, Infrastructure Economics
Priya Subramaniam
Priya spent eight years as a cloud infrastructure analyst at a mid-sized research consultancy before moving to independent tech journalism, where she has covered datacenter economics and enterprise procurement cycles for publications including Systems Quarterly and CapEx Review. She holds an M.S. in Operations Research from Georgia Tech.
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Token Cost Accounting Across Inference Stack Layers
Understand where per-token cost actually comes from across four separate infrastructure layers.
Priya Subramaniam
NVMe Storage Costs vs. GPU Memory for Inference Offloading
NVMe storage costs surge as AI inference shifts KV cache overflow off GPU memory.
Priya Subramaniam
KV Cache Storage Cost in Long-Context Serving
Engineers can optimize KV cache costs by controlling just a few architectural variables.
Priya Subramaniam