You have three possibilities to avoid this error:
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You can increase the RAM of your computer by adding more physical memory.
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You can close all the running applications, then launch the installation process, and follow the guidelines.
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You can assign more space for the virtual pagefile.
Go to Start > (right click) My Computer > Advanced System Settings > Performance > Settings > Advanced > Change. Increase the value in Maximum file size and reboot the PC, then repeat the installation procedure.