# Heterogeneous Resource Scheduling on TPC-H 30 (3 pools) Source: [Heterogeneous Resource Scheduling on TPC-H 30 (3 pools)]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:08:31.089Z Evaluation of heterogeneous resource scheduling performance using the TPC-H benchmark at scale 30 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 30 (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 | 18964 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN | 19053 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN | 19578 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 19788 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot | 20399 | Not recorded | 69c36c500636e5bf4afc67bd | | HGN-Two-Stage | 21068 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 21389 | Not recorded | 69c36c500636e5bf4afc67bd | | ScheduleNet | 21474 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 22930 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 23170 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 23177 | Not recorded | 69c36c500636e5bf4afc67bd | | CP | 23869 | Not recorded | 69c36c500636e5bf4afc67bd | | MOPNR | 25052 | Not recorded | 69c36c500636e5bf4afc67bd | | SFT | 27404 | Not recorded | 69c36c500636e5bf4afc67bd | ### WeCAN Makespan: 18964. Result ID: 69c3fa5e47f34ce924ae0fa9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### WeCAN Makespan: 19053. Result ID: 69c3fa5e47f34ce924ae0fa8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"64"}. This record does not assert independent reproduction. ### WeCAN Makespan: 19578. Result ID: 69c3fa5e47f34ce924ae0fa7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Greedy"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 19788. Result ID: 69c3fa5e47f34ce924ae0fa3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### One-Shot Makespan: 20399. Result ID: 69c3fa5e47f34ce924ae0fa4. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### HGN-Two-Stage Makespan: 21068. Result ID: 69c3fa5e47f34ce924ae0fa6. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### IPPTS Makespan: 21389. Result ID: 69c3fa5e47f34ce924ae0fa2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ScheduleNet Makespan: 21474. Result ID: 69c3fa5e47f34ce924ae0fa5. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### PEFT Makespan: 22930. Result ID: 69c3fa5e47f34ce924ae0fa1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Tetris Makespan: 23170. Result ID: 69c3fa5e47f34ce924ae0fa0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HEFT Makespan: 23177. Result ID: 69c3fa5e47f34ce924ae0f9f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CP Makespan: 23869. Result ID: 69c3fa5e47f34ce924ae0f9e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MOPNR Makespan: 25052. Result ID: 69c3fa5e47f34ce924ae0f9d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SFT Makespan: 27404. Result ID: 69c3fa5e47f34ce924ae0f9c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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