Research Article
A Deep Reinforcement Learning Approach to the Optimization of Data Center Task Scheduling
Table 3
Average delay time of different algorithms on different size of virtual machine clusters (in seconds).
| Cluster size | Fair | FCFS | SJF | Proposed algorithm (dynamic cluster size) |
| 300 | 35.9267 | 36.8301 | 14.1581 | 10.5032 (312) | 350 | 8.5735 | 8.7036 | 6.3110 | 2.86432 (360) | 400 | 4.9019 | 4.9312 | 4.8311 | 2.284914 (387) | 450 | 4.6944 | 4.6953 | 4.6936 | 2.0014 (438) | 500 | 4.6931 | 4.6931 | 4.6931 | 1.9975 (464) |
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