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Advances, Systems and Applications

Table 5 Workload balancing v.s. the quantity of base stations under optimal benefit limit(a)(\(*10^{6} min\))

From: An edge server deployment method based on optimal benefit and genetic algorithm

The number of base stations

300

600

900

1200

1500

HE-GA

1.8255

5.7435

7.0572

8.2374

7.5217

MIP

1.9244

6.9741

7.4578

8.5471

8.4346

ESPHA

2.2162

6.1678

7.5127

8.3439

7.7398

SA

2.0086

7.1951

8.3902

9.9573

10.4094

K-means

2.1568

8.4070

10.4571

13.2346

13.1050

Top-K

1.1945

1.5696

1.4604

1.5138

1.4520

Random

2.2442

2.4327

2.6711

2.5928

2.4019