Prediction-Based Selective Flushing Of Data To Memory

The present disclosure generally relates to improving write cache utilization by recommending a time to initiate a data flush operation or predicting when a new write command will arrive. The recommending can be based upon considerations such as a hard time limit for data caching, rewarding for filling the cache, and penalizing for holding data for too long. The predicting can be based on tracking write command arrivals and then, based upon the tracking, predicting an estimated arrival time for the next write command. Based upon the recommendation or predicting, the write cache can be flushed or the data can remain in the write cache to thus more efficiently utilize the write cache without violating a hard stop time limit.