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Hi,
A more cost-effective solution will be to use EventBridge to schedule a Lambda that will start / stop your ECS tasks: see https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-run-lambda-schedule.html for a tutorial.
An intro to this service is here: https://aws.amazon.com/blogs/compute/introducing-amazon-eventbridge-scheduler/
You cannot manage the sophisticated DAGs possible in Airflows. But, your use case seems simple: so, it should fit.
Custom events like the one you will publish to trigger the lambda : $1.00/million custom events published. See https://aws.amazon.com/eventbridge/pricing/. You have to add also the costs of running the Lambdas when starting/stopping but here also it should remain very small.
Best,
Didier
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