{"id":"W2963427917","doi":"10.1109/iwcmc.2019.8766706","title":"Evaluating QoS in SDN-Based EPC: A Comparative Analysis","year":2019,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Quality of service; Jitter; Software-defined networking; Computer network; Network packet; Packet loss; Workload; Mobile QoS; Service (business); Service provider; Telecommunications; 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":[0.003917489,0.0009297738,0.0007189898,0.002178409,0.0004256354,0.001078784,0.001089039,0.0006631656,0.00079652],"category_scores_gemma":[0.009007233,0.000179774,0.0003723091,0.001510949,0.0005559288,0.001516484,0.0006562343,0.0006173819,0.0001312593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001435462,"about_ca_system_score_gemma":0.0006210423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057336,"about_ca_topic_score_gemma":0.00215048,"domain_scores_codex":[0.9971003,0.0005094382,0.0002103839,0.0003250305,0.001598447,0.0002563481],"domain_scores_gemma":[0.9888283,0.005278706,0.0006327815,0.0008914233,0.003992389,0.0003764121],"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":[0.003833207,0.001085942,0.03794513,0.001158676,0.0005553041,0.0007020914,0.0002465088,0.5727045,0.05470513,0.006691319,0.002955868,0.3174164],"study_design_scores_gemma":[0.00005334949,0.001865593,0.0125479,0.00004714928,0.0001432511,0.0002753848,0.0001187247,0.9646363,0.01753104,0.0009824267,0.001758612,0.00004026532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316203,0.005078205,0.05242028,0.0002220403,0.0002172619,0.0002194064,0.0003673307,0.0009101962,0.008945042],"genre_scores_gemma":[0.9873409,0.0006419815,0.01112352,0.00003472677,0.00003576606,0.00003526372,0.0003183007,0.00003728785,0.0004322493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003917489,"threshold_uncertainty_score":0.02071792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07160070432330974,"score_gpt":0.3599716090554341,"score_spread":0.2883709047321243,"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."}}