You can specify in php.ini how long a script is allowed to execute. max_execution_time can be found on line 298 in php.ini. You also have the settings for the amount of memory a script is allowed to use in the same section. Check these and try again
Installing and upgrading help
Installation Fatal Error: .....on line 461
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