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Performance issues

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I need to know the best way to implement DataTable because I'm currently having performance issues using IE.
I need to have a good performance for about 10 000 - 15 000 records.
The data come from a text file that I need to process first. I then create an array that I pass to aaData.
I'm having some performance issues when I sort or use some filter on columns. I also have a "A script is running slowly" error. It also takes a bit of time to load the table.
Could anyone give me advice on how to increase my performance?
Thanks

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