{"id":"W4362667297","doi":"10.3390/eng4020063","title":"A Survey on SDN and SDCN Traffic Measurement: Existing Approaches and Research Challenges","year":2023,"lang":"en","type":"article","venue":"Eng—Advances in Engineering","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"OpenFlow; Computer science; Forwarding plane; Software-defined networking; Network traffic control; Scalability; Computer network; Traffic shaping; Quality of service; Router; Network packet","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":[0.004489793,0.001699139,0.001545722,0.006317812,0.0009226793,0.003446502,0.002895687,0.001716288,0.002514072],"category_scores_gemma":[0.01064635,0.0009263231,0.0009273492,0.009479143,0.001172422,0.007698539,0.001675222,0.001994256,0.001280234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169694,"about_ca_system_score_gemma":0.002232088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981679,"about_ca_topic_score_gemma":0.001593282,"domain_scores_codex":[0.9946492,0.001067391,0.0005657274,0.0009788238,0.00247583,0.0002631305],"domain_scores_gemma":[0.989307,0.005858227,0.0006050058,0.0009370191,0.003039249,0.0002534831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009081127,0.0001311081,0.004922936,0.003809419,0.00007576647,0.0001055125,0.0002437805,0.007472115,0.002523384,0.03269942,0.01184187,0.9360839],"study_design_scores_gemma":[0.0000329035,0.0005670916,0.007863259,0.007928231,0.0003164575,0.00173646,0.001533397,0.1311591,0.01659245,0.06696492,0.7649951,0.0003105898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01524133,0.5304142,0.4017933,0.005092548,0.002236678,0.0004148287,0.0006796773,0.001974711,0.04215272],"genre_scores_gemma":[0.1525329,0.6387562,0.1915924,0.00263846,0.003540117,0.000434655,0.002298873,0.0004285731,0.007777999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006317812,"threshold_uncertainty_score":0.02374458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2489519152728621,"score_gpt":0.3204425178421554,"score_spread":0.07149060256929332,"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."}}