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Astra Dynamic Chunks: How We Saved by Redesigning a Key Part of Astra - Engineering at Slack

Introduction Slack handles a lot of log data. In fact, we consume over 6 million log messages per second. That equates to over 10 GB of data per second! And it’s all stored using Astra, our in-house, open-source log search engine. To make this data searchable, Astra groups it by time and splits the data into blocks that we refer to as “chunks”. Initially, we built Astra with the assumption that all chunks would be the same size. However, that assumption has led to inefficiencies from unused disk...

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