Effect of Data Volume Growth on Tactical Query Response Times - Teradata VantageCloud Lake

Lake - Database Reference

Deployment
VantageCloud
Edition
Lake
Product
Teradata VantageCloud Lake
Release Number
Published
February 2025
ft:locale
en-US
ft:lastEdition
2025-11-21
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ohi1683672393549

Query times for complex decision support are directly impacted by increases in data volume. A large portion of a table may need to be read, so if the table doubles in size, the effort required to process the work can also double. However, a query that accesses one or a small number of rows in the database is not impacted by changes to the data volume. Typically, a tactical query accesses one or a small number of rows whether the table is 1 GB or 10 TB.