Cocos rendering abruptly slows to 4 FPS on iOS 7.1

Our application is running cocos2d-x 2.2.1, compiled with iOS 7 SDK. On devices running iOS 7.1, the cocos rendering will slow to a crawl after a few minutes of gameplay. The rest of the UIKit rendering is fine. Memory usage seems normal.

What can I do to debug this issue?