{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002110608,0.0001202264,0.0001490025,0.0001671732,0.0002135251,0.00004741829,0.0002048007,0.00004916159,0.000008283722],"category_scores_gemma":[0.00009658036,0.0001113374,0.00004167619,0.001141571,0.000009078567,0.0003978517,0.00006960556,0.0001052381,0.00004745178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005976748,"about_ca_system_score_gemma":0.00007604737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002173171,"about_ca_topic_score_gemma":0.00002498207,"domain_scores_codex":[0.9983298,0.0001254921,0.0003296064,0.0003061813,0.0006530721,0.0002558582],"domain_scores_gemma":[0.9989417,0.0002410704,0.0001302871,0.0004123537,0.0002358765,0.00003870263],"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":[0.00001206653,0.0000547866,0.001919809,0.000006231142,0.000008816514,0.00001118942,0.001715384,0.8421167,8.149407e-7,0.00001838017,0.00003626168,0.1540995],"study_design_scores_gemma":[0.0006342571,0.0003675116,0.003065012,0.00003624218,0.00002332171,0.00001179131,0.000188079,0.9954444,0.000002701093,0.0001051587,0.000005223629,0.0001162768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915444,0.00004370459,0.0832052,0.00003130761,0.0004096108,0.0005849574,4.182489e-7,0.000228065,0.00005272987],"genre_scores_gemma":[0.998801,0.00001083296,0.0008804063,0.00003000485,0.0001711312,0.0000752822,0.000009092909,0.00001081957,0.0000114294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539833,"threshold_uncertainty_score":0.4540209,"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."}}