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The solution is to use SQL views, materialized views, or create a new table that contains only the filtered data the user needs.
This article continues the discussion of materialized views and discusses how to set up and configure your Oracle database to use this powerful new feature.
Google Bigtable is getting support for materialized views and support for Oracle Database in Google Cloud is also expanding.