{"id":"W2110499194","doi":"10.1109/infcom.2009.5062193","title":"Keep Cache Replacement Simple in Peer-Assisted VoD Systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Cache; Cache algorithms; Bandwidth (computing); Flexibility (engineering); Cache invalidation; Peer-to-peer; Computer network; Upload; Smart Cache; CPU cache; Distributed computing; Online algorithm; Operating system; Algorithm","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":[0.0006968524,0.00019021,0.0002623582,0.0002847394,0.00006520775,0.000242118,0.001556173,0.0001229601,0.000008626872],"category_scores_gemma":[0.0001581131,0.000167879,0.0000442455,0.00119624,0.00001915236,0.000258746,0.0003989356,0.0001937784,0.0001308856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636472,"about_ca_system_score_gemma":0.00005485304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003086368,"about_ca_topic_score_gemma":0.0002948996,"domain_scores_codex":[0.9978351,0.00005907399,0.0003909302,0.0005910767,0.0005723518,0.0005514963],"domain_scores_gemma":[0.9983438,0.00006723219,0.00007412047,0.001292498,0.0001185165,0.0001038841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004417275,0.0005657242,0.007975262,0.00002890822,0.00004252415,0.0002497329,0.0009874554,0.009842155,0.002256156,0.1973199,0.3615773,0.4191107],"study_design_scores_gemma":[0.002962828,0.00248654,0.1380377,0.0001950459,0.00001891942,0.0002279132,0.00118683,0.4741172,0.007455443,0.02156506,0.3495092,0.002237331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1780878,0.0004803252,0.6937673,0.0563821,0.00110188,0.001472146,0.000004137808,0.004948487,0.0637558],"genre_scores_gemma":[0.9657974,0.000003052037,0.02867654,0.0009607434,0.00003727552,0.0000366911,0.000003681737,0.000006825495,0.004477754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7877097,"threshold_uncertainty_score":0.6845908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225944286896962,"score_gpt":0.2700123066643446,"score_spread":0.2477528637953749,"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."}}