{"id":"W2112968540","doi":"10.1145/1364654.1364674","title":"Router buffer sizing revisited","year":2007,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"National Science Foundation","keywords":"Sizing; Computer science; Buffer (optical fiber); Router; Throughput; H-TCP; TCP tuning; TCP Friendly Rate Control; Testbed; Buffer overflow; Computer network; Real-time computing; Network congestion; Telecommunications; Network packet","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":[0.0003802541,0.00007062198,0.00008074506,0.00004509356,0.00005732276,0.00008890511,0.000344899,0.00003561011,0.00007841202],"category_scores_gemma":[0.00001087249,0.00005674996,0.00004006827,0.0002227405,0.00001057177,0.0002172329,0.00006468224,0.00007164336,0.0002335598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001393843,"about_ca_system_score_gemma":0.00001138399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003523983,"about_ca_topic_score_gemma":0.000005309872,"domain_scores_codex":[0.999272,0.00001611285,0.0001440719,0.0001995311,0.0001353185,0.0002329046],"domain_scores_gemma":[0.999458,0.00009869852,0.00002591507,0.0002882793,0.00004779172,0.00008137376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000311161,0.00001128956,0.0004662191,0.00000120151,0.000006541518,0.00001646067,0.00005569358,0.00001943925,0.00009320264,0.2226254,0.003299039,0.7734025],"study_design_scores_gemma":[0.001928029,0.0001513382,0.0247389,0.00006750214,0.00002087599,0.00008229364,0.00005666481,0.4759218,0.001465353,0.004442005,0.4901912,0.0009339978],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002998903,0.000179022,0.9534578,0.001178506,0.0002237405,0.00006152393,6.699181e-8,0.0003323189,0.0415681],"genre_scores_gemma":[0.9634475,0.000005163814,0.02995693,0.003193058,0.0001949581,0.000001552229,4.460002e-7,0.000003768456,0.003196632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9604486,"threshold_uncertainty_score":0.3002017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00807032357540587,"score_gpt":0.2249536772924113,"score_spread":0.2168833537170055,"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."}}