June 26, 2022, 9:02 a.m. | qazmkop

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Evolution trends of big data systems

From the demand side, big data system from 1995 transaction scenario (TP), such as bank transactions and other daily online processing TP. Analysis scenarios (AP) by 2005, such as reverse indexing of search keywords, do not require complex SQL features and are more focused on concurrent performance. In 2010, hybrid scenarios (HTAP), which use a single system for transaction processing and real-time analysis, reduced operational complexity. In 2015, complex analytics scenarios …

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