{"id":"W2073410927","doi":"10.1145/1452520.1452545","title":"Experimental study of router buffer sizing","year":2008,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sizing; Router; Computer network; Computer science; Backbone network; Network packet; Packet loss; Throughput; Buffer (optical fiber); The Internet; Telecommunications; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001620642,0.0007880083,0.0004632099,0.0006949609,0.0003893542,0.0007149472,0.001697827,0.0007412169,0.003518709],"category_scores_gemma":[0.006722757,0.000286025,0.0001702455,0.0008188799,0.0006435445,0.001359997,0.0005633826,0.0007945922,0.0003936028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454339,"about_ca_system_score_gemma":0.0002876398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006919605,"about_ca_topic_score_gemma":0.0005562704,"domain_scores_codex":[0.9983178,0.0003914697,0.0001840553,0.0003642774,0.0004647975,0.0002775255],"domain_scores_gemma":[0.9924874,0.004082859,0.0008577744,0.001015095,0.001304031,0.0002527873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003464091,0.003391551,0.009688553,0.0008987397,0.0001673922,0.0005944367,0.0005011467,0.09155627,0.8048742,0.005996423,0.003414284,0.07545292],"study_design_scores_gemma":[0.0003108259,0.006403474,0.00462497,0.00006257828,0.0001056944,0.0003735239,0.0003479011,0.1709658,0.8102745,0.002358526,0.004097131,0.00007515627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974928,0.0005497675,0.01822245,0.0002210353,0.0001553851,0.0001205119,0.0006186578,0.0007188238,0.004465418],"genre_scores_gemma":[0.9833129,0.0001917857,0.01460709,0.00007943463,0.00002254835,0.00007710179,0.0004833084,0.00005417525,0.001171635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003518709,"threshold_uncertainty_score":0.0117712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382756225994257,"score_gpt":0.2387430955186314,"score_spread":0.2149155332586888,"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."}}