# Performance and Scalability

> Establish workload model, profile runtime behavior, benchmark repeatably, identify bottlenecks, analyze time and space complexity, select scaling strategy, optimize only measured bottlenecks, and enforce SLO gates.

Record: `algo:performance-and-scalability`
Kind: arch-relationships
Canonical: https://banes-lab.com/ontology/algorithms#algo-performance-and-scalability
Closure: https://banes-lab.com/json/records/algo/performance-and-scalability/closure