{"id":"W2100802439","doi":"10.1109/wiopt.2006.1666503","title":"Queue Management Strategies to Improve TCP Fairness in IEEE 802.11 Wireless LANs","year":2006,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer network; Computer science; TCP acceleration; TCP global synchronization; Zeta-TCP; Fairness measure; TCP Friendly Rate Control; TCP Westwood plus; IEEE 802.11; Service set; IEEE 802.11e-2005; Network packet; Wireless network; Wi-Fi; Throughput; Wireless; Transmission Control Protocol; Wi-Fi array; Telecommunications","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":[0.0002467211,0.0001889986,0.0002036563,0.0001334475,0.00006061725,0.0004475345,0.0009117383,0.00007199751,0.00002336773],"category_scores_gemma":[5.918546e-7,0.000162576,0.00004737731,0.0005640892,0.00002060698,0.0004811452,0.000224619,0.0001043841,0.00007630494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000538867,"about_ca_system_score_gemma":0.00004140176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040391,"about_ca_topic_score_gemma":0.004896512,"domain_scores_codex":[0.998432,0.00005101708,0.0003012142,0.0004973289,0.0002561095,0.0004623646],"domain_scores_gemma":[0.9992425,0.0000348471,0.00005052111,0.0005551311,0.00003865741,0.00007836103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001418418,0.0001701873,0.002378087,0.000077094,0.00001078265,0.0001222954,0.0002409819,0.01897785,0.0005410595,0.9141753,0.009481002,0.0538112],"study_design_scores_gemma":[0.008216678,0.001168592,0.1851334,0.001063427,0.00003298962,0.00003602765,0.002417202,0.4681829,0.0360448,0.1585728,0.1337272,0.005404037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04768219,0.00001044439,0.9010165,0.0007809635,0.0003744818,0.004538533,0.00000214171,0.0002625676,0.04533214],"genre_scores_gemma":[0.981514,0.000002997785,0.0121046,0.0004043442,0.000169512,0.002913678,0.000001922176,0.0000139807,0.002874959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9338318,"threshold_uncertainty_score":0.6629657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007730626306033865,"score_gpt":0.2423406149464101,"score_spread":0.2346099886403763,"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."}}