Polling Sanitization to Balance I/O Latency and Data Security of High-density SSDs

1. Requirements

• python 3.8
• scikit-learn 1.1.1
• pandas 1.4.2

2. Model

MLPRegression.py: The relevant code and parameters for the ANN model.

3. Data

data_set.xlsx: The dataset for model training. X_GC indicates whether there are pages with garbage collection. X_Wear indicates whether there are pages with wear leveling. X_Wr indicates the normalized number of occurred write requests. X_Inv indicates the normalized number of occurred invalid pages.

4. Output

index_table.xlsx: The index table is generated by the pre-trained ANN model. It is used for invalid page prediction.