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by jamesblonde
2124 days ago
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It may not be just a cache, but please, it is not a database. A database should guarantee data consistency, integrity, and ideally availability. ACID + HA. Redis does not do these. It is fast because it doesn't worry about the niceties of concurrency models and isolation models and recovery models and agreement protocols. And you can use it as a database as a very large clothing retailer I know did as an online feature store. However, it crashed on black friday due to overload and there was a massive revenue shortage because the ML models that should have been using it to retrieve features were going bananas. It was a case of misuse by said company - it should not be used for mission critical HA persistent data infra, IMHO. |
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