LSTM-CRP: Algorithm-Hardware Co-Design and Implementation of Cache Replacement Policy Using Long Short-Term Memory
As deep learning has produced dramatic breakthroughs in replacement blade many areas, it has motivated emerging studies on the combination between neural networks and cache replacement algorithms.However, deep learning is a poor fit for performing cache replacement in hardware implementation because its neural network models are impractically large