DAG Scheduling on TPC-H Full Generalization 150 tasks
24,338MakespanWeCAN-S(256)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WeCAN-S(256)Resource Pools=12, Sample size=2562026.03 | 24,338 | 7.16 | 18.36 | |
| WeCAN-GreedyResource Pools=12, Decoding=Greedy2026.03 | 24,761 | 5.55 | 3.48 | |
| PPO-BiHybResource Pools=122026.03 | 25,607 | 2.32 | 465.01 | |
| One-Shot-S(256)Resource Pools=12, Sample size=2562026.03 | 25,679 | 2.04 | 16.83 | |
| IPPTSResource Pools=122026.03 | 26,215 | 0 | 5.75 | |
| HEFTResource Pools=122026.03 | 27,415 | -4.58 | 3.11 | |
| PEFTResource Pools=122026.03 | 27,943 | -6.59 | 3.6 | |
| TetrisResource Pools=122026.03 | 30,552 | -16.54 | 4.8 | |
| WeCAN-S(256)Resource Pools=3, Sample size=2562026.03 | 95,491 | 10.23 | 19.1 | |
| WeCAN-GreedyResource Pools=3, Decoding=Greedy2026.03 | 96,225 | 9.54 | 2.65 | |
| One-Shot-S(256)Resource Pools=3, Sample size=2562026.03 | 101,690 | 4.4 | 15.1 | |
| PPO-BiHybResource Pools=32026.03 | 102,770 | 3.39 | 447.15 | |
| IPPTSResource Pools=32026.03 | 106,372 | 0 | 2.74 | |
| HEFTResource Pools=32026.03 | 108,285 | -1.8 | 3.26 | |
| PEFTResource Pools=32026.03 | 108,490 | -1.99 | 3.05 | |
| TetrisResource Pools=32026.03 | 109,079 | -2.54 | 3.65 |