{"id":"W4391952977","doi":"10.1145/3627535.3638468","title":"OsirisBFT: Say No to Task Replication for Scalable Byzantine Fault Tolerant Analytics","year":2024,"lang":"en","type":"article","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Scalability; Fault tolerance; Distributed computing; Task (project management); Byzantine fault tolerance; Replication (statistics); Throughput; Semantics (computer science); Computation; Analytics; Parallel computing; Programming language; Operating system; Database","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":[0.0004944701,0.0001531456,0.0002101104,0.00009827295,0.0001025683,0.0005253185,0.0006369221,0.00006581686,0.00002480805],"category_scores_gemma":[0.0001254098,0.0001241247,0.0001034641,0.000785353,0.00001172183,0.000355009,0.000113885,0.00007745756,0.0005993799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003284938,"about_ca_system_score_gemma":0.00008196925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004892601,"about_ca_topic_score_gemma":0.00001052391,"domain_scores_codex":[0.9982753,0.0000169985,0.0003746019,0.000752439,0.0002454022,0.0003352017],"domain_scores_gemma":[0.9984007,0.00007917989,0.00004327823,0.001025571,0.0002631612,0.0001881181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001212567,0.00007445631,0.00005921749,0.0001689137,0.00004246428,0.000009833737,0.0001879835,0.001338746,0.007868728,0.1914714,0.7525101,0.04625597],"study_design_scores_gemma":[0.00009205098,0.00005070852,0.00007125446,0.00005430335,0.000004952858,0.000006422807,0.000004233645,0.4525439,0.001201157,0.0002205989,0.5456285,0.0001219159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005906324,0.0001809587,0.9709448,0.01150191,0.0008089321,0.0005185805,0.0000603373,0.0004399921,0.01495388],"genre_scores_gemma":[0.8426266,0.00001905528,0.1003716,0.003637886,0.0005701263,0.0002967638,0.00008937509,0.00003767086,0.0523509],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8705732,"threshold_uncertainty_score":0.7704016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719686529511521,"score_gpt":0.2832228909545464,"score_spread":0.2660260256594312,"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."}}