{"id":"W3021369417","doi":"10.1145/3358960.3379125","title":"A Framework for Satisfying the Performance Requirements of Containerized Software Systems Through Multi-Versioning","year":2020,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"","keywords":"Software versioning; Computer science; Software system; Software engineering; Software; Software development; Software requirements; Operating system; Software construction","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":[0.008837488,0.001531234,0.001327706,0.001630095,0.001594553,0.005043097,0.005566371,0.002155462,0.002227343],"category_scores_gemma":[0.01107367,0.00146667,0.002603862,0.001181273,0.00387858,0.007542642,0.007102059,0.005645146,0.001167178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720449,"about_ca_system_score_gemma":0.003604464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386475,"about_ca_topic_score_gemma":0.004260848,"domain_scores_codex":[0.9942656,0.001347487,0.0007325184,0.0008702559,0.002135485,0.0006487414],"domain_scores_gemma":[0.9927394,0.001504984,0.0007536249,0.003131168,0.0009995197,0.0008713286],"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":[0.000153909,0.0002854154,0.002240323,0.0005800279,0.0001249128,0.001057121,0.001620981,0.1073687,0.02086411,0.7318901,0.01088498,0.1229294],"study_design_scores_gemma":[0.0001600568,0.0003577229,0.001048775,0.0003656665,0.0001403952,0.001092074,0.0002458521,0.6020673,0.01254733,0.2600188,0.1217189,0.0002372463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003685257,0.0002214686,0.9899817,0.0003334676,0.00006095203,0.0001388025,0.00003674253,0.003581383,0.00196024],"genre_scores_gemma":[0.08636402,0.0004228422,0.908699,0.0001739764,0.0001107585,0.0002909528,0.0001899603,0.001085471,0.002662999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008837488,"threshold_uncertainty_score":0.04673767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0870762866696795,"score_gpt":0.3091759355003669,"score_spread":0.2220996488306874,"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."}}