{"id":"W2916515866","doi":"10.1109/glocom.2018.8648029","title":"Joint VNF Placement and Multicast Traffic Routing in 5G Core Networks","year":2018,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada); University of Waterloo","funders":"","keywords":"Computer science; Computer network; Virtual network; Distributed computing; Multicast; Software-defined networking; Multipath routing; Provisioning; Routing (electronic design automation); Static routing; Routing protocol","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":[0.0007578257,0.0008531107,0.0007768565,0.0005839833,0.0006658657,0.0008533937,0.000816216,0.0009925796,0.001137296],"category_scores_gemma":[0.001449687,0.0004627729,0.000421471,0.0007944192,0.0004434718,0.0009261408,0.0006931475,0.0004161643,0.0001144281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354591,"about_ca_system_score_gemma":0.001094368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837096,"about_ca_topic_score_gemma":0.00725631,"domain_scores_codex":[0.9993744,0.0002712084,0.00001623812,0.00008404379,0.00009841591,0.0001557422],"domain_scores_gemma":[0.9996592,0.0001912299,0.00005384708,0.00002370584,0.00004434065,0.00002772735],"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":[0.00004284603,0.00002004173,0.0003707161,0.00002975552,0.00001203833,0.00009771973,0.00002168788,0.9701368,0.001451191,0.005912589,0.0004882642,0.0214164],"study_design_scores_gemma":[0.000003327971,0.00002283986,0.00009135797,0.00000281777,0.000004196607,0.00002650909,0.00002158374,0.9964311,0.0005946929,0.002471019,0.0003275845,0.000003000796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1170943,0.0005472568,0.8758984,0.0002692243,0.00007752971,0.00007022311,0.00007194575,0.0001795142,0.005791628],"genre_scores_gemma":[0.881633,0.0003201626,0.1158667,0.00004383712,0.00003732463,0.00005540623,0.00008042607,0.00003591998,0.001927307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005837096,"threshold_uncertainty_score":0.01160622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421862898034882,"score_gpt":0.2505828782732322,"score_spread":0.2163642492928834,"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."}}