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For production installations, we recommend the following setupminimum configuration:
1 Load balancer (e.g. AWS Elastic Load Balancing);
2 Learning Locker servers (e.g. AWS EC2);
3 Mongo servers in a replica set (e.g. Atlas);
1 Redis server (e.g. AWS ElastiCache) .for caching
AWS SQS ( as the queuing mechanism)
This setup ensures good performance and a reasonable degree of redundancy in case of failures in some parts. We’d also Depending on the scale of data you are ingesting and processing you will need to scale up the numbers of servers and may consider separating the API and Worker processes across different server groups. We recommend that you back up your Mongo database quite regularly depending on your own data requirements.
If this sounds too costly or challenging, you may wish to consider using the Learning Pool Data Cloud SaaS enterprise solution. If you require more advice for your setup, please get in touch via hello@learninglocker.net.
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