Advances, Systems and Applications
Table 4 A pairwise comparison was conducted to evaluate the impact of implementing various features, including automatic migration (AM) and server consolidation (Co), on the statistical mean difference between algorithms for energy consumption and number of service migrations. The analysis considered both homogeneous and heterogeneous cloud environments
From: Agent-based cloud simulation model for resource management
Algo. | AM\(^-\), Co\(^-\) (Energy) | AM\(^+\), Co\(^-\) (#Migration) | AM\(^+\), Co\(^+\) (#Migration) | ||||||
|---|---|---|---|---|---|---|---|---|---|
He-2SE | He-3SE | Ho-{2,3}SE | He-2SE | He-3SE | Ho-2SE | Ho-3SE | He-2SE | He-3SE | |
ff - bf | 0.247 | 0.303 | -1.69 | 1.83 | 1.81 | -1.57 | -1.58 | 0.77 | 0.72 |
mu - bf | 4.017 | 4.146 | -1.53 | 0.51 | 0.50 | -1.39 | -1.37 | -1.66 | -1.45 |
me - bf | -2.621 | -2.565 | -0.85 | 0.50 | 0.49 | -0.38 | -0.39 | -0.92 | -0.80 |
rnd -bf | 0.989 | 1.061 | -0.67 | 2.02 | 2.01 | -0.39 | -0.37 | 0.25 | 0.23 |
mu - ff | 3.769 | 3.843 | 0.16 | -1.32 | -1.31 | 0.18 | 0.21 | -2.43 | -2.17 |
me - ff | -2.868 | -2.868 | 0.84 | -1.33 | -1.32 | 1.19 | 1.19 | -1.69 | -1.52 |
rnd - ff | 0.741 | 0.757 | 1.02 | 0.19 | 0.20 | 1.18 | 1.21 | -0.52 | -0.49 |
me - mu | -6.638 | -6.711 | 0.68 | -0.016 | -0.01 | 1.01 | 0.98 | 0.74 | 0.65 |
rnd - mu | -3.028 | -3.086 | 0.86 | 1.51 | 1.51 | 1.00 | 1.00 | 1.91 | 1.68 |
rnd - me | 3.609 | 3.626 | 0.18 | 1.52 | 1.52 | -0.01 | 0.02 | 1.17 | 1.03 |