According to the docs, when create campaign, even if I don't use it, Amazon will charge me for the reserved TPS. I wonder if there is any option to temporarily disable a campaign and then restart it if needed?
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A campaign can only be created, updated, or deleted. Therefore, to control costs, an unused campaign can be deleted and then recreated when/if it is needed again. Since deleting a campaign only deletes the inference endpoint, the trained model, datasets, filters, etc are left in place and do not accrue costs on their own.
Another option is to update a campaign with a minProvisionedTPS of 1 (lowest allowed value) to minimize the provisioned resources. However, you will still be charged for time when the campaign is idle and when actual TPS is less than 1.
The Personalize Monitor serverless solution can be used to monitor campaign utilization, auto-size over-provisioned campaigns, delete idle campaigns, and more.
James J
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