As one of the most popular high-performance data processing technology, existing task and resource scheduling strategies for stream computing platforms are suffering from problem triggering hysteresis, which seriously affects cluster performance. To address this problem, idea performance prediction based on timeline series is proposed. Firstly, variation rule platform analyzed, provides a basis...