Data-Intensive Apps

Redis, MemCached (Memory)

When you want to build a leaderboard or need a real-time application.

ELK/ EFK Stacks

If you need high performing searches and cataloging ElasticSearch based stack for collecting large sets of streams and unstructured information.

InfluxDB (TimeSeries)

If your information has a lot of timestamps (eg. IoT).

Ledger (Blockchain-like Transaction Secure Database)

If you cannot afford to have your data tampered in any way.

DynamoDB (KeyValue)

If your application requires real-time transactions (eg. bidding or high volume on-line purchases).

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