A series of articles have been posted on the Google Developers publication on medium.com that explain the constraints of mobile applications and a set of rules to keep in mind in order to develop good, well-performing Android applications.
Introduction
I: Understanding the Mobile Context
II: Memory
III: Performance
IV: Networking
V: Language & Libraries
VI: Storage
VII: Framework
VIII: The Rules: User Interface
IX: Tools
