Skip to main content

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
\