Can reading zipped files be faster than uncompressed?

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Is there any chance that packing a large file with some simple algorithm enables me to read the data faster than from an uncompressed file (due to the hard drive being slower than uncompressing)? What kind of compression rate would I need to have? Can any fast compression algorithm do that?

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