What I'm looking for is something like materialized views in front-end that shows my data in diffident ways without full recalculation.

let's say I have stock watcher with many front-end views and dashborads some based on aggregation, order by or just filter with different criteria defined realtime by user.

Now, I receive online record updates from some webservice and it's not like "data warehouse" every single record can be updated any time and it actually happens every second.

Is there any technology can help me in such I create something like materialized view and it's update it without doing full recalculation every time data changed.

Thank you.