{"id":"W3086730287","doi":"10.3390/informatics7030033","title":"VNF Chaining Performance Characterization under Multi-Feature and Oversubscription Using SR-IOV","year":2020,"lang":"en","type":"article","venue":"Informatics","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cisco Systems (Canada); École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Chaining; Computer science; Virtual network; Throughput; Virtualization; x86; Server; Computer network; Virtual machine; Distributed computing; Cloud computing; Operating system; Software; Wireless","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":[],"consensus_categories":[],"category_scores_codex":[0.00009399197,0.0001170888,0.0001186369,0.00004653018,0.0001459661,0.000205734,0.0001924432,0.00008046664,0.000002839098],"category_scores_gemma":[0.0000202479,0.0001092583,0.00002203381,0.0002802464,0.00002043031,0.00153556,0.0001469614,0.0001513303,0.00001275732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002517564,"about_ca_system_score_gemma":0.00002825114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001128065,"about_ca_topic_score_gemma":3.037018e-7,"domain_scores_codex":[0.9993199,0.00001108856,0.0002187346,0.00009787361,0.0001660756,0.0001863037],"domain_scores_gemma":[0.9995384,0.00002034308,0.0001495631,0.0001539308,0.00004849526,0.00008932907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001112781,0.0001271942,0.06594771,0.001452512,0.0001791711,0.00001677759,0.1287728,0.08416246,0.009070549,0.01884141,0.001722291,0.6895958],"study_design_scores_gemma":[0.0003300581,0.00004116157,0.01664825,0.00004405152,0.000005701355,0.00001317779,0.0001278939,0.9805679,0.0001280267,0.00001209613,0.001942167,0.0001395132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3349773,0.00003052409,0.6642673,0.0002748438,0.000185254,0.00007726451,0.000002058555,0.0001261366,0.00005934315],"genre_scores_gemma":[0.8897046,0.0001271027,0.1062598,0.003706457,0.0001380939,0.000002735898,0.00002512404,0.00001000415,0.00002608573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8964055,"threshold_uncertainty_score":0.4455424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04918261447921112,"score_gpt":0.2338494965691264,"score_spread":0.1846668820899152,"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."}}