Table 5 Key performance indicators analysis.

From: A sustainable and secure load management model for green cloud data centres

KPI

18

21

4

14

19

22

17

20

16

SaS-LM

\(\varpi ^{MAE}\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

\(\varpi ^{MSE}\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

\(Acu^{Pr}\)

\(\checkmark\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\checkmark\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

PUE

\(\times\)

\(\times\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

RCR

\(\checkmark\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

CFR

\(\times\)

\(\times\)

\(\checkmark\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

\(\Xi\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\times\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

RU

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\times\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

PW

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\times\)

\(\checkmark\)

\(A_{servers}\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\checkmark\)

\(\times\)

\(\checkmark\)

\(\times\)

\(\checkmark\)

  1. \(\varpi ^{MAE}\): mean absolute prediction error, \(\varpi ^{MSE}\): mean squared error, \(A_{servers}\): Active servers, \(Acu^{Pr}\): Prediction accuracy, PUE: power usage effectiveness, RCR: resource contention rate, CFR: carbon foot-print rate, \(\Xi\): probability of security threat, RU: Resource utilization, PW: Power consumption.