{"id":"W2951313975","doi":"","title":"High Availability-Aware Optimization Digest for Applications Deployment in Cloud","year":2014,"lang":"en","type":"preprint","venue":"viXra","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cloud computing; Computer science; Software deployment; Distributed computing; Scheduling (production processes); Quality of service; Virtual machine; Interdependence; Constraint programming; High availability; Computer network; Operating system; Mathematical optimization","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000611307,0.0002624312,0.0003260211,0.0001944846,0.0001419765,0.0002394868,0.001417544,0.0001846742,0.000006284245],"category_scores_gemma":[0.00002919985,0.0002604577,0.0001318462,0.0002537685,0.00003437127,0.00001369651,0.00185656,0.0002922793,0.00003038545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098541,"about_ca_system_score_gemma":0.00006892243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321478,"about_ca_topic_score_gemma":0.00001893994,"domain_scores_codex":[0.9978824,0.00009608637,0.0004732836,0.0009581099,0.0002588723,0.0003311971],"domain_scores_gemma":[0.9979306,0.000168171,0.0002405414,0.001473378,0.0001052026,0.0000820565],"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":[0.000003242462,0.0001373321,0.0001656033,0.0001936059,0.00001659908,7.475024e-7,0.0001546266,0.9761638,0.000001468749,0.007531227,0.001039257,0.01459247],"study_design_scores_gemma":[0.000371612,0.00004389546,0.0003143229,0.0001125429,0.00001630814,7.609995e-7,0.00001195458,0.9682418,0.00004239174,0.004958905,0.02555215,0.0003334068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006837793,0.0000791886,0.987497,0.002134051,0.0008875077,0.001766906,0.00001089343,0.0003754999,0.0004111977],"genre_scores_gemma":[0.8362463,0.00002262155,0.1591075,0.0005641024,0.0009776735,0.002103712,0.0001184321,0.00005337321,0.000806289],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8294085,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431617152242014,"score_gpt":0.2446696389525146,"score_spread":0.2303534674300945,"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."}}