Cold Start
A cold start is the added latency incurred when a serverless function, container, or newly-scaled instance must be initialized from scratch — provisioning resources, loading code, and warming a runtime — before it can serve its first request, as opposed to reusing an already-running ('warm') instance.
7 resources across 2 libraries
Glossary Terms(2)
Autoscaling
Autoscaling is the automated adjustment of compute resources — adding or removing instances, containers, or pods — in response to real-time demand, load, or de…
Cold Start
A cold start is the added latency incurred when a serverless function, container, or newly-scaled instance must be initialized from scratch — provisioning reso…
Interview Questions(5)
How to Design a Recommendation Engine
A recommendation engine splits work into an offline pipeline that trains models and precomputes candidate item lists from historical interaction data, and an o…
What Is the Cold Start Problem in Serverless Computing?
A cold start is the extra latency incurred when a serverless platform must provision and initialize a brand-new execution environment (download the code, start…
What Are the Trade-offs of Serverless Architecture?
Serverless architecture trades operational control for automatic scaling and pay-per-use billing, so you gain zero server management and fine-grained cost effi…
What is Serverless Computing?
Serverless computing is a cloud execution model where the provider fully manages the underlying servers, provisioning, and scaling, so developers deploy code a…
What is FaaS (Function-as-a-Service)?
FaaS (Function-as-a-Service) is a serverless execution model where individual, single-purpose functions are deployed independently and invoked automatically in…