# Heterogeneous Resource Scheduling on TPC-H-100 (3 pools) Source: [Heterogeneous Resource Scheduling on TPC-H-100 (3 pools)]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:08:31.147Z Evaluation of heterogeneous resource scheduling performance using the TPC-H benchmark at scale 100 with 3 pools configuration, reporting Makespan and Time. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Heterogeneous Resource Scheduling | | Dataset (including any stated split) | TPC-H-100 (3 pools) | | Metric | Makespan | | Unit | TIME | | Direction | Lower is better | | Results loaded | 14 of 14 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Makespan](): Lower is better; unit: TIME. - [Time](): Lower is better; unit: TIME. ## Recorded results | Method | Makespan | Result date | Report paper | | --- | --- | --- | --- | | WeCAN | 61373 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN | 61662 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN | 62587 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot | 66173 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 66436 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 68387 | Not recorded | 69c36c500636e5bf4afc67bd | | ScheduleNet | 69644 | Not recorded | 69c36c500636e5bf4afc67bd | | HGN-Two-Stage | 69670 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 69831 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 70137 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 71296 | Not recorded | 69c36c500636e5bf4afc67bd | | CP | 74364 | Not recorded | 69c36c500636e5bf4afc67bd | | MOPNR | 77362 | Not recorded | 69c36c500636e5bf4afc67bd | | SFT | 84986 | Not recorded | 69c36c500636e5bf4afc67bd | ### WeCAN Makespan: 61373. Result ID: 69c3fa5e47f34ce924ae0fc5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### WeCAN Makespan: 61662. Result ID: 69c3fa5e47f34ce924ae0fc4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"64"}. This record does not assert independent reproduction. ### WeCAN Makespan: 62587. Result ID: 69c3fa5e47f34ce924ae0fc3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Greedy"}. This record does not assert independent reproduction. ### One-Shot Makespan: 66173. Result ID: 69c3fa5e47f34ce924ae0fc0. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 66436. Result ID: 69c3fa5e47f34ce924ae0fbf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IPPTS Makespan: 68387. Result ID: 69c3fa5e47f34ce924ae0fbe. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ScheduleNet Makespan: 69644. Result ID: 69c3fa5e47f34ce924ae0fc1. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### HGN-Two-Stage Makespan: 69670. Result ID: 69c3fa5e47f34ce924ae0fc2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### PEFT Makespan: 69831. Result ID: 69c3fa5e47f34ce924ae0fbd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HEFT Makespan: 70137. Result ID: 69c3fa5e47f34ce924ae0fbb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Tetris Makespan: 71296. Result ID: 69c3fa5e47f34ce924ae0fbc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CP Makespan: 74364. Result ID: 69c3fa5e47f34ce924ae0fba. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MOPNR Makespan: 77362. Result ID: 69c3fa5e47f34ce924ae0fb9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SFT Makespan: 84986. Result ID: 69c3fa5e47f34ce924ae0fb8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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