{"id":"W2405662919","doi":"10.1007/s11768-016-5034-9","title":"Convergence, stability and robustness analysis of the OFEX controller for high-speed networks","year":2016,"lang":"en","type":"article","venue":"Control Theory and Technology","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Robustness (evolution); Control theory (sociology); Computer science; Bottleneck; Queue; Network congestion; Bandwidth (computing); Network packet; Real-time computing; Computer network","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":[0.00293468,0.001421471,0.001048286,0.001108461,0.0006041532,0.001726756,0.001099986,0.001210972,0.003006869],"category_scores_gemma":[0.006285535,0.0003367735,0.0009422075,0.0003751774,0.00131373,0.0009916835,0.001371711,0.001297289,0.0002543802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160919,"about_ca_system_score_gemma":0.0008401021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988518,"about_ca_topic_score_gemma":0.001266379,"domain_scores_codex":[0.9992734,0.0002558276,0.00002939248,0.000125658,0.0002023309,0.0001133464],"domain_scores_gemma":[0.9962612,0.002142123,0.0003566144,0.0001629431,0.001002317,0.00007470993],"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":[0.0003895329,0.00006721137,0.0008788034,0.0002149269,0.0001152885,0.0001751058,0.0002089761,0.9306537,0.01057379,0.03653273,0.001123645,0.01906635],"study_design_scores_gemma":[0.000006702085,0.00005570429,0.0001824633,0.000006349068,0.000009514098,0.0000174902,0.00001419203,0.9959729,0.0006739905,0.002915951,0.0001384526,0.000006240759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1234995,0.001390313,0.8584144,0.0004082481,0.0001473597,0.000118968,0.0000941813,0.0003174914,0.01560964],"genre_scores_gemma":[0.9878142,0.0003748903,0.007876073,0.00005187187,0.00006336986,0.00006999909,0.00004629685,0.00005619041,0.003647203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003988518,"threshold_uncertainty_score":0.01552027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005550594860321666,"score_gpt":0.196967090416335,"score_spread":0.1914164955560133,"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."}}