Research Article

A Deep Reinforcement Learning Approach to the Optimization of Data Center Task Scheduling

Table 5

The task distribution in different delay time intervals.

Task delay time interval (T)SJF (%)FCFS (%)Fair (%)The proposed algorithm (%)

136.67513.04525.68851.781
266.73446.83351.02181.115
377.77565.54663.93584.691
483.22671.03670.79787.173
586.45173.11874.60388.783
1092.61076.43880.91492.954
1594.80778.64283.80394.905
2095.94880.76186.01196.017