{"id":"W7138976043","doi":"10.1109/globecom59602.2025.11432767","title":"Virtual Network Embedding based Traffic Scheduling for LEO Satellite Constellations","year":2025,"lang":"","type":"article","venue":"","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Scheduling (production processes); Embedding; Constellation; Satellite; Satellite constellation; Satellite broadcasting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004904881,0.0004291956,0.0005483514,0.000368097,0.0005726828,0.0008044197,0.0007016115,0.0002816313,0.001881902],"category_scores_gemma":[0.001897935,0.0001851749,0.0001507613,0.0004826247,0.000306608,0.0009016533,0.0007648286,0.0004934352,0.0002635743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006187515,"about_ca_system_score_gemma":0.0008114247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429507,"about_ca_topic_score_gemma":0.004106636,"domain_scores_codex":[0.9995922,0.0001293195,0.0000164813,0.00006561339,0.00006610398,0.0001302065],"domain_scores_gemma":[0.9989181,0.0004037768,0.0000993169,0.0001879022,0.0002638113,0.0001272119],"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":[0.001014478,0.0002372279,0.001655553,0.00007322896,0.00003488257,0.0001331261,0.0001564533,0.8102448,0.02527135,0.01441226,0.003686114,0.1430805],"study_design_scores_gemma":[0.000005786556,0.00005787233,0.0001349878,0.000002342033,0.000004737565,0.00001838997,0.00002533889,0.9957876,0.001760627,0.00176882,0.0004292953,0.000004356519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3556926,0.0004082416,0.6323613,0.0002963799,0.0002428021,0.00008816845,0.0001727605,0.001195443,0.00954237],"genre_scores_gemma":[0.9773718,0.00004279751,0.02165231,0.00001996009,0.00002198427,0.00001239789,0.00006555451,0.0000326549,0.0007805245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002429507,"threshold_uncertainty_score":0.006295562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902477813264118,"score_gpt":0.2961282853851887,"score_spread":0.2671035072525475,"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."}}