{"id":"W4387501451","doi":"10.1016/j.peva.2023.102382","title":"Simulation modeling of Zoom traffic on a campus network: A case study","year":2023,"lang":"en","type":"article","venue":"Performance Evaluation","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Zoom; Computer science; Multicast; Campus network; Server; Computer network; Network simulation; Network traffic simulation; Workload; Distributed computing; Network traffic control; Engineering; 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":[0.0007261214,0.0008008838,0.0007310911,0.0008973911,0.0009106208,0.000986176,0.00133421,0.001586245,0.002228725],"category_scores_gemma":[0.002023271,0.0002698653,0.0005787555,0.0009643873,0.0007176573,0.0008900529,0.0006385652,0.0008585582,0.000191571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046012,"about_ca_system_score_gemma":0.0009201111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04577054,"about_ca_topic_score_gemma":0.02317841,"domain_scores_codex":[0.9995955,0.0001507861,0.00001131258,0.00005274112,0.00007653645,0.0001131717],"domain_scores_gemma":[0.9982415,0.00110457,0.00010041,0.00008142267,0.0002838647,0.0001881899],"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":[0.00008613429,0.0001485695,0.002740424,0.00002474581,0.00001557044,0.0002241871,0.00008556005,0.9915757,0.0009375361,0.001466106,0.0005360472,0.002159468],"study_design_scores_gemma":[0.000007935348,0.00003948114,0.0004472249,0.00000232703,0.000004846226,0.00001789471,0.00006103842,0.9988555,0.0002731136,0.0001679598,0.0001190715,0.000003651146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759563,0.000154318,0.01601806,0.0003689655,0.00003790891,0.0000841675,0.0002825634,0.0002165305,0.006881213],"genre_scores_gemma":[0.9958338,0.00008129803,0.002634471,0.00002156957,0.000006940502,0.00001974258,0.0001249467,0.00001527813,0.00126192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04577054,"threshold_uncertainty_score":0.09100831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08781161317920601,"score_gpt":0.3391762342046643,"score_spread":0.2513646210254583,"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."}}