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Hello.
There is no charge for the task definition itself.
If there is a task (container) that is running, the container must be deleted to incur the cost.
https://aws.amazon.com/jp/fargate/pricing/
What if we delete the entire service instead of the task definition?
https://docs.aws.amazon.com/AmazonECS/latest/developerguide/delete-service.html
https://repost.aws/knowledge-center/ecs-delete-terminate
Stopping a task (container) can be done by following the procedure in the following document.
https://docs.aws.amazon.com/AmazonECS/latest/developerguide/stop-task-console-v2.html
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Thank you very much for your support!
I really just needed to stop all the activities that were running on the cluster, so that later I could complete the deletion of cluster process.