Pulling from Multiple Databases

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I have a website that is currently pulling from more than 30 databases,
combining the data, and displaying it to the user. As more and more
databases are added, the script continues to get slower and slower, and I've
realized that I need to either find a way to pull these data in parallel. So
- what is the preferred method of pulling data from multiple locations in
parallel?

Thanks,
Jon

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