As mentioned at WWDC 2014, Apple will be replacing iPhoto with Photos in iOS 8. When iOS 8 was released on Wednesday, September 17, 2014 I searched for iPhoto at the App Store and could not find it. Apple made it clear that iPhoto would not run in iOS 8 beta.
