{"id":"W4362453048","doi":"10.1016/j.jnca.2023.103631","title":"Network slicing in virtualized 5G Core with VNF sharing","year":2023,"lang":"en","type":"article","venue":"Journal of Network and Computer Applications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Virtual network; Core network; Scalability; Computer network; Network virtualization; Distributed computing; Slicing; Integer programming; Virtualization; Cloud computing; Algorithm; Operating system","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":[0.0006806328,0.0004823184,0.0006784355,0.0004651031,0.000925742,0.0008321588,0.0009289777,0.0003327371,0.003036816],"category_scores_gemma":[0.001498362,0.0002028569,0.0003978141,0.0005917329,0.0004429401,0.001095131,0.0009434759,0.0004373709,0.0001588198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065763,"about_ca_system_score_gemma":0.001863442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007355287,"about_ca_topic_score_gemma":0.01013525,"domain_scores_codex":[0.9992788,0.0001284712,0.0000350636,0.0001431867,0.0001792111,0.0002352801],"domain_scores_gemma":[0.998992,0.0002472024,0.00007587893,0.0003108642,0.0002817513,0.00009222015],"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":[0.002434821,0.0002858472,0.00670667,0.0002324696,0.0001763412,0.001459655,0.0006048432,0.5673008,0.05655994,0.05030606,0.01112292,0.3028096],"study_design_scores_gemma":[0.00002816631,0.0001623999,0.0007384653,0.0000191236,0.00004414118,0.0002562013,0.0001302658,0.978402,0.009104925,0.009456061,0.001637786,0.00002056694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4009009,0.001138174,0.5812899,0.0003816036,0.000381067,0.0001570734,0.0002620817,0.002048356,0.01344084],"genre_scores_gemma":[0.9444202,0.00009909658,0.05419251,0.00006950831,0.0000244822,0.00002091312,0.00009261956,0.00004229843,0.001038478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007355287,"threshold_uncertainty_score":0.01462489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469558634477104,"score_gpt":0.2529890690122599,"score_spread":0.2282934826674889,"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."}}