latency budgeting
AssessTechniques
The practice of allocating response-time limits across components of a system.
Why it's here
Placed in Assess: 2 article(s) of evidence from 1 source(s), led by framework updates, with 1 in the last 30 days. Confidence 36%.
Evidence (2)
- 3InfoQ·9/26/2026researchAdaptive Recommenders in Production
Mallika Rao argues that the hardest part of adaptive recommendation systems is not model architecture, but the production systems around it. She highlights real-time feedback loops, retrieval freshness, multi-stage orchestration, and latency budgeting as key elements for operating these systems under real-world constraints such as cost and observability.
- 4InfoQ·7/10/2026framework_updateTrade-offs in Multi-Region Architectures
The article outlines a practical framework for deciding when and how to add cloud regions, emphasizing that latency and cost cannot be judged by simple formulas alone. It recommends decomposing latency budgets, selecting deployment patterns based on consistency and traffic, and optimizing routing before expanding infrastructure; one phased rollout reduced latency by 35% through routing alone.