I'm sorry, I'm not there and I don't know your structure. When you said this earlier:
But dalily we need all the columns data.
I thought that meant that you needed to access data by time.
I still don't understand where you are seeing slow performance, and without that knowledge and full knowledge of your structure, suggesting how you can partition this data is not really possible.
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Author of:
SQL Server Execution Plans
SQL Server Query Performance Tuning