I would not call it a framework, but there is a library called Robospice that supports caching of leisure calls.
Here is the description they posted on their web page:
RoboSpice is a modular android library that makes writing asynchronous long-running tasks easy. He specializes in network requests, supports caching, and offers REST requests out of the box using extension modules
e3matheus
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