{"id":"W7117730664","doi":"10.1109/mcsoc67473.2025.00012","title":"Enhancing Static Task Scheduling for Pipelined Cyclic Executions on Heterogeneous Architectures","year":2025,"lang":"","type":"article","venue":"","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Software pipelining; Scheduling (production processes); Software; Graph; Multiprocessor scheduling; Processor scheduling; Execution time; Computational complexity theory; Schedule","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001526462,0.0008963472,0.001052763,0.0010697,0.001261625,0.001334851,0.001919876,0.0003481265,0.00005439434],"category_scores_gemma":[0.001219643,0.0008665755,0.000665863,0.001508833,0.0001718603,0.0003079635,0.0005851774,0.000643055,0.0002102794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399054,"about_ca_system_score_gemma":0.0009791059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908851,"about_ca_topic_score_gemma":0.0002742534,"domain_scores_codex":[0.9931247,0.0004925995,0.002030189,0.002065117,0.0006350405,0.00165233],"domain_scores_gemma":[0.9942473,0.002288173,0.00053739,0.002071422,0.0004442066,0.0004114726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002576601,0.0006187661,0.00007548524,0.00163628,0.0007277437,0.00005534193,0.003872744,0.7607087,0.1011111,0.05584223,0.0005460973,0.0745478],"study_design_scores_gemma":[0.001514738,0.0004973576,0.00004769964,0.001589922,0.0001404079,0.00004821653,0.0003039341,0.8636743,0.1199027,0.0106267,0.0008046853,0.0008492948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.112236,0.0009513823,0.875639,0.002754644,0.002942146,0.002429396,0.00002591285,0.0004453819,0.00257622],"genre_scores_gemma":[0.7775413,0.00002286197,0.2171573,0.001781093,0.0003352377,0.0002823533,0.000009947319,0.00005660532,0.002813255],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6653054,"threshold_uncertainty_score":0.9997019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567093057313515,"score_gpt":0.2894739385398298,"score_spread":0.2738030079666946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}