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

Table 6

Task congestion degree.

Number of congested tasks	SJF (%)	FCFS (%)	Fair (%)	The proposed algorithm (%)
0	33.739	31.778	31.802	82.277
5	65.444	62.005	61.990	83.320
10	75.056	70.965	71.107	84.335
15	79.332	74.847	74.999	85.325
20	81.584	76.622	76.867	86.248
25	83.204	77.809	77.952	87.044
30	84.366	78.685	78.643	87.835
…	…	…	…	…