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 (%) |
| 1 | 36.675 | 13.045 | 25.688 | 51.781 | 2 | 66.734 | 46.833 | 51.021 | 81.115 | 3 | 77.775 | 65.546 | 63.935 | 84.691 | 4 | 83.226 | 71.036 | 70.797 | 87.173 | 5 | 86.451 | 73.118 | 74.603 | 88.783 | 10 | 92.610 | 76.438 | 80.914 | 92.954 | 15 | 94.807 | 78.642 | 83.803 | 94.905 | 20 | 95.948 | 80.761 | 86.011 | 96.017 |
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