Update Data Update Period Prediction Model for Improving Performance and Lifespan of SSDs

Each NAND Flash cell has a limited P/E cycle. So this research aims to improve lifespan of SSDs by predicting Update Period. But If we predict the Update Period by ML, It causes latency problem. To resolve latency problem, we use FPGA as an accelerator for Update Period Prediction Model.

Research Details: GitHub Link