Hi,

I am currently planning how to improve Flink’s timer management for large 
state. In particular, I would like to introduce timer state that is managed in 
RocksDB and also to improve the capabilities of the heap-based timer service, 
e.g. support for asynchronous checkpoints. You can find a short outline of my 
planned approach in this document: 

https://docs.google.com/document/d/1XbhJRbig5c5Ftd77d0mKND1bePyTC26Pz04EvxdA7Jc/edit?usp=sharing

As always, your questions, feedback, and comments are highly appreciated.

Best,
Stefan

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