EWMA Predictor

A forecasting method based on Exponentially Weighted Moving Average (EWMA) that assigns exponentially decaying weights to historical data points to predict future trends. In KV cache management, it is used to estimate the future access probability of cache blocks, thereby guiding prefetching decisions across storage tiers.