Skip to main content

Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 5 Analysis of the results obtained from Fig. 5a-f

From: A real-world inspired multi-strategy based negotiating system for cloud service market

Results of figure Agent type CRBA_CRPA ratio % Average improvement in CRPA-favorable market type % Average improvement in CRBA-favorable market type
% Improvement 10:1 5:1 3:1 1:1 1:3 1:5 1:10
Figure 5a FNSSA_CRB 0.32 0.36 0.49 0.75 0.87 0.90 0.94 −4.56% 7.27%
MDA_CRB 0.34 0.38 0.50 0.74 0.80 0.83 0.90
% Improvement in each point −6.2% − 5.5% − 2% 1.5% 8.8% 8.5% 4.5%
Figure 5b FNSSA_CRB 0.30 0.33 0.50 0.75 0.85 0.90 0.96 −3% 8.1%
MDA_CRB 0.31 0.34 0.50 0.72 0.78 0.82 0.91
% Improvement in each point −3% − 3% ε 4.2% 9% 9.8% 5.5%
Figure 5c FNSSA_CRB 0.35 0.37 0.46 0.76 0.85 0.90 0.94 −5.13% 7.73%
MDA_CRB 0.37 0.39 0.48 0.76 0.79 0.81 0.90
% Improvement in each point −5.7% − 5.4% −4.3% ε 7.6% 11.12% 4.45%
Figure 5d FNSSA_CRB 0.36 0.38 0.45 0.78 0.85 0.90 0.94 −4.15% 8.27%
MDA_CRB 0.37 0.40 0.47 0.74 0.78 0.80 0.91
% Improvement in each point −2.8% −5.2% −4.45% 5.40% 9% 12.5% 3.3%
Figure 5e FNSSA_CRB 0.36 0.39 0.48 0.78 0.85 0.88 0.94 −3.34% 8.39%
MDA_CRB 0.38 0.40 0.49 0.76 0.76 0.80 0.91
% Improvement in each point −5.5% −2.6% −2% 2.64% 11.85% 10% 3.3%
Figure 5f FNSSA_CRB 0.46 0.55 0.60 0.78 0.85 0.91 0.95 5.64% 8.05%
MDA_CRB 0.47 0.50 0.55 0.74 0.79 0.82 0.90
% Improvement in each point −2.17% 10% 9.09% 5.40% 7.60% 10.98% 5.56%