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This sounds like a good use-case for the Cloudwatch infrequent access log class. Take a look at our blog-post on this topic here.
answered 5 months ago
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Since you're saying the amount of log data is constantly growing, have you considered exporting the logs to S3 (https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/S3Export.html) and analysing them with Athena?
I appreciate that preferences vary, but personally, I much prefer Athena and SQL in general for querying and reporting on data, and S3 tends to be much more flexible than CW Logs for storing and processing data in a cost-conscious manner.
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