{"id":"W2982403083","doi":"10.1109/wcnc.2019.8886148","title":"Degree-based Balanced Clustering for Large-Scale Software Defined Networks","year":2019,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Latency (audio); Cluster analysis; Distributed computing; Reliability (semiconductor); Real-time computing","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":[0.000965738,0.001083709,0.0008812711,0.001243131,0.001262509,0.0008505766,0.001798123,0.0007505221,0.001487364],"category_scores_gemma":[0.003453566,0.0004529631,0.0005094274,0.00145618,0.0005617692,0.001624076,0.001237565,0.0007503669,0.0003543809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276324,"about_ca_system_score_gemma":0.001625054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006987052,"about_ca_topic_score_gemma":0.008499299,"domain_scores_codex":[0.9990929,0.0002355189,0.00004036699,0.0002163788,0.0002800467,0.0001348444],"domain_scores_gemma":[0.9985778,0.000569276,0.0002243519,0.0001806608,0.0002982908,0.0001495084],"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":[0.0001137813,0.00004645218,0.0005658465,0.00009707695,0.00003538462,0.00003246233,0.00007767,0.937033,0.002856497,0.0127545,0.001537838,0.0448494],"study_design_scores_gemma":[0.00001631973,0.00003580418,0.0002199306,0.00000678812,0.000007941659,0.00002193871,0.00003288049,0.984948,0.0009120687,0.01284313,0.0009474979,0.000007802691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03699708,0.0005116499,0.9597132,0.0002754811,0.000047564,0.0001393128,0.0001425245,0.0005729034,0.001600359],"genre_scores_gemma":[0.7191755,0.0006039686,0.2761212,0.0001253739,0.00005396091,0.0003091083,0.0005906713,0.000177787,0.002842568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006987052,"threshold_uncertainty_score":0.01651603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715771204981544,"score_gpt":0.2301091322482066,"score_spread":0.2129514201983911,"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."}}