{"id":"W4391381821","doi":"10.1109/wsc60868.2023.10407840","title":"Modeling and Simulating Stream Processing Platforms","year":2023,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Stream processing; Profiling (computer programming); Replicate; Scalability; Software; Distributed computing; Data stream mining; Data processing; Real-time computing; Operating system; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005671805,0.000959494,0.0007001534,0.0006921194,0.000613504,0.001210779,0.001928219,0.0016461,0.002560386],"category_scores_gemma":[0.002679209,0.0004535282,0.0008553043,0.0007993025,0.0008083805,0.001330359,0.001060425,0.001142797,0.0003955505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009266863,"about_ca_system_score_gemma":0.001555968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536119,"about_ca_topic_score_gemma":0.006549703,"domain_scores_codex":[0.9995129,0.0001175263,0.00004110921,0.0000866498,0.0001281042,0.0001137574],"domain_scores_gemma":[0.9988188,0.0005238366,0.000134452,0.0001347243,0.0002752115,0.0001130194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000416342,0.0000408846,0.00122146,0.00003566175,0.000014303,0.00007274413,0.00004389256,0.9915589,0.002154896,0.003038555,0.0003741487,0.001402857],"study_design_scores_gemma":[0.00001331211,0.00001743145,0.0001608166,0.000003070576,0.000004788752,0.00001024647,0.00001399627,0.9979861,0.0006055937,0.0006764118,0.0005040417,0.000004149864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6610559,0.000542335,0.3107425,0.0008392763,0.0003014637,0.0008123625,0.002576773,0.002255235,0.02087425],"genre_scores_gemma":[0.9131375,0.0006154306,0.07799075,0.0001592335,0.00006286018,0.0006941911,0.001238375,0.0002152605,0.005886483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536119,"threshold_uncertainty_score":0.03054357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787508454792261,"score_gpt":0.2592669734491347,"score_spread":0.2313918889012121,"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."}}