What does "computationally expensive" mean?

Especially when working with images, like retrieving the uploaded media's dimensions, or including Blurhash, there are some warnings of "computationally expensive" operations.

Should I be worried about extra costs in Google Clouds, FIrebase or somewhere else? Or will these computational costs happen in the device where the app is installed?

Thank you all.

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