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Table 3 Experimental results of resource allocation for L1 sequence

From: A proactive resource allocation method based on adaptive prediction of resource requests in cloud computing

Metrics

RR

SPEA2

NSGA-II

RAMPVR

8 Threads

10 Threads

Number of used PMs

527

423

435

430

426

Resource performance matching distance

338.46

290.66

295.06

292.39

303.66

Resource proportion matching distance

17,464.66

11,071.06

11,541.04

11,508.03

10,608.15

Resource utilization(CPU)

73.12%

63.58%

63.13%

64.15%

61.53%

Resource utilization(memory)

27.68%

65.04%

64.61%

65.58%

63.07%

Solution time

0.3 s

1592 s

1375 s

821 s

777 s