Resource Cost Evaluation on Supply chain security runtime traces
195Peak Memory (MB)Correlation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CorrelationDistributed setup=false, Training budget (epochs)=152026.01 | 195 | 0 | 0 | 0.06 | |
| SHAP+XGBDistributed setup=false, Training budget (epochs)=152026.01 | 402 | 0 | 0 | 1.19 | |
| EntropyDistributed setup=false, Training budget (epochs)=152026.01 | 24,691 | 0 | 0 | 77 | |
| DHeteroGATDistributed setup=false, Training budget (epochs)=152026.01 | 332,798 | 25,161 | 29,484 | 124,744 | |
| PNHeteroGATDistributed setup=false, Training budget (epochs)=152026.01 | 333,533 | 25,161 | 29,114 | 11,523 | |
| HeteroGATDistributed setup=false, Training budget (epochs)=152026.01 | 338,839 | 29,104 | 33,888 | 26,047 | |
| DHeteroGATDistributed setup=true, Training budget (epochs)=152026.01 | 667,176 | 50,344 | 59,016 | 103,729 | |
| PNHeteroGATDistributed setup=true, Training budget (epochs)=152026.01 | 668,820 | 50,340 | 58,228 | 103,135 | |
| HeteroGATDistributed setup=true, Training budget (epochs)=152026.01 | 671,366 | 57,950 | 67,304 | 152,140 |