Resource Optimization Metrics

Cost Efficiency: Correlate hosting and data center expenses with useful system output.

• Electricity Price: Track the cost of electricity alongside compute delivered, availability, and service quality.
• Capacity Planning: Use historical demand to provision enough compute, storage, cooling, and network capacity.
• Data Center Reliability: Measure uptime, redundancy, thermal performance, and recovery time against operating cost.
• Adaptive Provisioning: Forecast future needs from observed usage without starving high-value workloads.
• Unit Economics: Report cost per validated record, assessment, inference, and verification rather than rewarding low infrastructure spending by itself.