The best replacement for utility computing is cloud computing.

The best alternatives to utility computing are rated as following:
★★★★★  cloud computing
★★★  grid computing

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Google Trends

Scale is based on the average worldwide traffic of utility computing in all years. Click on graph for more.
utility computing
cloud computing
grid computing