The Garbage Collection log presents three time types: 'user', 'sys', and 'real', essential for analyzing GC events. The author, influenced by Gandhi's focus on customer experience, emphasizes using 'real' time for metrics in http://gceasy.io. Understanding these time types aids in optimizing performance and reducing GC pause times.