I'd like to understand this as well. I moved my data & model versioning to AWS S3. So, can I get rid of the fileserver? Can I use Cloudwatch to work with logs rather than (what I assume is being done by) Elasticsearch?
Additionally , I’d like to understand what is being stored in elasticsearch vs mongo, redis etc. from my understanding it is the metrics and console logs being stored in elastic?
I’m thinking the solution may be to reduce the amount of metrics logged by averaging them locally and only reporting them once every 60s or so?
Or is there a way to tune the config of elastic, allowing it to handle the high volume of requests