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Glossary Term
Infrastructure

Cold Start

The initial latency when a serverless function or container starts up after being idle, affecting response times.

Related Service: Web Development

Cold start: the “no data yet” problem

Cold start happens when a system doesn’t have enough historical data to make good decisions - common in recommendations, new ad accounts, fresh tracking setups, and AI features. Early performance can look unstable because the system is still learning what “good” looks like.

Examples in marketing

  • New Google Ads campaigns using automated bidding
  • Fresh audiences with limited conversion signals
  • New content with no authority or internal links yet

How to reduce cold-start pain

  • Start with clear structure and quality signals (tracking, taxonomy, messaging).
  • Provide seed data where possible (imports, audiences, product feeds).
  • Use guardrails: budgets, bid caps, and staged ramp-ups.

More Infrastructure terms

Browse related definitions in the same glossary category.

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Cloud Infrastructure

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Containerisation

CDN Strategy

The architectural planning of Content Delivery Networks to optimize caching, reduce latency, and ensure global availability.

CI/CD Pipeline

Continuous Integration and Continuous Deployment - automated workflows for building, testing, and deploying code changes.

Cloud Infrastructure

Computing resources (servers, storage, networking) delivered via the cloud, enabling scalable and flexible deployments.

Containerisation

The packaging of software code with just the operating system (OS) libraries and dependencies required to run the code to create a single lightweight executable.

Edge Computing

Processing data closer to users at network edges rather than centralised data centres, reducing latency.

Error Budget

The maximum amount of time a system is allowed to fail without consequences, used to balance reliability with innovation velocity.

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