DAG Scheduling on TPC-H Full Generalization 200 tasks
31,422MakespanWeCAN-S(256)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WeCAN-S(256)Resource Pools=12, Sample size=2562026.03 | 31,422 | 7.42 | 30.4 | |
| WeCAN-GreedyResource Pools=12, Decoding=Greedy2026.03 | 31,864 | 6.12 | 6.09 | |
| One-Shot-S(256)Resource Pools=12, Sample size=2562026.03 | 33,016 | 2.73 | 26.15 | |
| PPO-BiHybResource Pools=122026.03 | 33,358 | 1.72 | 700.26 | |
| IPPTSResource Pools=122026.03 | 33,942 | 0 | 4.88 | |
| HEFTResource Pools=122026.03 | 34,834 | -2.63 | 5.21 | |
| PEFTResource Pools=122026.03 | 35,539 | -4.71 | 4.98 | |
| TetrisResource Pools=122026.03 | 37,737 | -11.18 | 8.51 | |
| WeCAN-S(256)Resource Pools=3, Sample size=2562026.03 | 124,140 | 9.38 | 29.7 | |
| WeCAN-GreedyResource Pools=3, Decoding=Greedy2026.03 | 124,345 | 9.23 | 4.97 | |
| One-Shot-S(256)Resource Pools=3, Sample size=2562026.03 | 131,941 | 3.69 | 23.5 | |
| PPO-BiHybResource Pools=32026.03 | 134,341 | 1.94 | 740.21 | |
| IPPTSResource Pools=32026.03 | 136,992 | 0 | 4.8 | |
| HEFTResource Pools=32026.03 | 139,094 | -1.53 | 4.98 | |
| PEFTResource Pools=32026.03 | 140,154 | -2.31 | 5.04 | |
| TetrisResource Pools=32026.03 | 140,438 | -2.52 | 6.09 |