Cloud Job Resource and Lifetime Prediction on Dataset 1 (test)
0.136MAE CPU Max (vCPU)Qwen-3
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Qwen-3Parameters=8B2025.12 | 0.136 | 24.52 | 1.41 | 0.94 | 0.856 | 0.804 | |
| Gemma-3Parameters=12B2025.12 | 0.145 | 23.76 | 1.4 | 1.14 | 0.858 | 0.799 | |
| Gemma-3Parameters=1B2025.12 | 0.165 | 27.91 | 2.3 | 1.3 | 0.767 | 0.701 | |
| Gemma-3Parameters=4B2025.12 | 0.169 | 26.25 | 1.56 | 0.95 | 0.832 | 0.745 | |
| User Request2025.12 | 0.33 | — | 53.6 | 59.08 | — | — | |
| Gemma-3Parameters=270M2025.12 | 0.478 | 37.73 | 3.45 | 3.75 | 0.502 | 0.438 |