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

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Observability and Auditability](https://banes-lab.com/records/algorithms/observability-and-auditability.md) and before [Security Governance](https://banes-lab.com/records/algorithms/security-governance.md).

## Domain

- [Architecture relationships](https://banes-lab.com/records/algorithms-domain/arch-relationships.md)

## Tier

- [leaf](https://banes-lab.com/records/vocabulary/domain-tier-leaf.md)

## Math type

- [Optimization](https://banes-lab.com/records/reasoning/math-type-optimization.md)

## Force

- [Model governance](https://banes-lab.com/records/force/model-governance.md)
- [Performance scaling](https://banes-lab.com/records/force/performance-scaling.md)

## Linked from

- [The mathematics](https://banes-lab.com/ontology/reasoning/the-mathematics.md)
- [Domain tiers](https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md)
- [The forces](https://banes-lab.com/ontology/schema/the-forces.md)