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 sizeFairFCFSSJFProposed algorithm (dynamic cluster size)

30035.926736.830114.158110.5032 (312)
3508.57358.70366.31102.86432 (360)
4004.90194.93124.83112.284914 (387)
4504.69444.69534.69362.0014 (438)
5004.69314.69314.69311.9975 (464)