Typical Trade-Off we usually make in system design

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  • Consistency VS Availability
Features priority(tweet post and updates)
  • RAM utilization VS Application Performance
Use more RAM for Elasticsearch to speed up. 
Or use smaller RAM to avoid OOM(Out-of-memory)
  • Development Velocity VS Vendor-Lock Issues
AWS services has lots of features and managed stateful service.
Not all public cloud has the same functionalities.
  • What Data To Be Cached?
If too much, caching would need more infra. Not cost-effective.
If too little, performance won't benenift that much from caching.

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