Trend-Based Time Series Prediction Algorithm
According to the resources performance and status information provided by grid monitoring system, this paper adopts a trend-based time series prediction algorithm to predict short-term performance of the resources. Experiments show that the improved mixed trend-based prediction algorithm tracks the trend of data changes by giving more weight, simultaneously takes the different situations of data increases and decreases into account, so the improved algorithm is superior to the pre-improved and it improves the accuracy of the prediction effectively.
X. Qi et al., "Trend-Based Time Series Prediction Algorithm", Advanced Materials Research, Vols. 108-111, pp. 1164-1169, 2010