# Heterogeneous Resource Scheduling on TPC-H 50 (3 pools) Source: [Heterogeneous Resource Scheduling on TPC-H 50 (3 pools)]() Collection index: [llms.txt]() Data updated: 2026-03-25T15:08:31.118Z Evaluation of heterogeneous resource scheduling performance using the TPC-H 50 dataset configured with 3 pools, reporting Makespan and Time metrics. 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 50 (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 | 32814 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN | 32912 | Not recorded | 69c36c500636e5bf4afc67bd | | WeCAN | 33428 | Not recorded | 69c36c500636e5bf4afc67bd | | PPO-BiHyb | 35085 | Not recorded | 69c36c500636e5bf4afc67bd | | One-Shot | 35561 | Not recorded | 69c36c500636e5bf4afc67bd | | ScheduleNet | 36607 | Not recorded | 69c36c500636e5bf4afc67bd | | HGN-Two-Stage | 37068 | Not recorded | 69c36c500636e5bf4afc67bd | | IPPTS | 37164 | Not recorded | 69c36c500636e5bf4afc67bd | | Tetris | 38654 | Not recorded | 69c36c500636e5bf4afc67bd | | HEFT | 39315 | Not recorded | 69c36c500636e5bf4afc67bd | | PEFT | 39881 | Not recorded | 69c36c500636e5bf4afc67bd | | CP | 41597 | Not recorded | 69c36c500636e5bf4afc67bd | | MOPNR | 43545 | Not recorded | 69c36c500636e5bf4afc67bd | | SFT | 49172 | Not recorded | 69c36c500636e5bf4afc67bd | ### WeCAN Makespan: 32814. Result ID: 69c3fa5e47f34ce924ae0fb7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### WeCAN Makespan: 32912. Result ID: 69c3fa5e47f34ce924ae0fb6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"64"}. This record does not assert independent reproduction. ### WeCAN Makespan: 33428. Result ID: 69c3fa5e47f34ce924ae0fb5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Mode":"Greedy"}. This record does not assert independent reproduction. ### PPO-BiHyb Makespan: 35085. Result ID: 69c3fa5e47f34ce924ae0fb1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### One-Shot Makespan: 35561. Result ID: 69c3fa5e47f34ce924ae0fb2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### ScheduleNet Makespan: 36607. Result ID: 69c3fa5e47f34ce924ae0fb3. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### HGN-Two-Stage Makespan: 37068. Result ID: 69c3fa5e47f34ce924ae0fb4. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Mode":"Sampling","Number of Samples":"256"}. This record does not assert independent reproduction. ### IPPTS Makespan: 37164. Result ID: 69c3fa5e47f34ce924ae0fb0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Tetris Makespan: 38654. Result ID: 69c3fa5e47f34ce924ae0fae. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HEFT Makespan: 39315. Result ID: 69c3fa5e47f34ce924ae0fad. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PEFT Makespan: 39881. Result ID: 69c3fa5e47f34ce924ae0faf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CP Makespan: 41597. Result ID: 69c3fa5e47f34ce924ae0fac. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MOPNR Makespan: 43545. Result ID: 69c3fa5e47f34ce924ae0fab. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SFT Makespan: 49172. Result ID: 69c3fa5e47f34ce924ae0faa. [Reporting paper]() Recorded evaluation configuration: Not recorded. 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