March 2019
Beginner to intermediate
778 pages
34h 20m
English
Content preview from Building Google Cloud Platform Solutions
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Autoscaling
To ensure that instances do not fail under increases in load, MIGs support autoscaling. Operators define a minimum and maximum numbers of instances, and criteria under which to scale the number of instances. The simplest form of autoscaling is based on CPU usage, where instances reaching a certain CPU utilization threshold will cause more instances to be created. More advanced methods include network load, custom Stackdriver metrics, or even aggregations of multiple metrics.
Custom Stackdriver metrics allow for very application-specific scaling conditions. For example, a MIG of image processing servers may be made to scale, based on custom metrics that capture GPU utilization.
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