{"id":"W3009604956","doi":"10.23919/cnsm46954.2019.9012693","title":"Look Ahead Distributed Planning For Application Management In Cloud","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cloud computing; Provisioning; Computer science; Scalability; Distributed computing; Elasticity (physics); Service-level agreement; Autonomic computing; Service level; Overlay; Bandwidth (computing); Computation; Computer network; Operating system","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":[0.0009738476,0.0005792135,0.0006907985,0.0004146915,0.0008664742,0.001332004,0.0009606892,0.0005969089,0.002232248],"category_scores_gemma":[0.001448998,0.000396981,0.0004528759,0.000706057,0.0007072991,0.00115731,0.001033089,0.0009503886,0.0003085474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133245,"about_ca_system_score_gemma":0.001725272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008889856,"about_ca_topic_score_gemma":0.01282331,"domain_scores_codex":[0.9994634,0.0001598157,0.000027392,0.0001305065,0.000141994,0.00007687172],"domain_scores_gemma":[0.9994946,0.0002519197,0.00007033508,0.00005605693,0.00007097879,0.00005617606],"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":[0.000107829,0.00006581803,0.0007307432,0.00007738303,0.00004071248,0.000120191,0.00008792168,0.9172216,0.002475097,0.02578868,0.001836741,0.05144728],"study_design_scores_gemma":[0.000007761325,0.00001920007,0.00008089662,0.000004094567,0.000005944478,0.00001105589,0.00001785831,0.9907769,0.000429249,0.007743445,0.000898332,0.000005282335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01562805,0.0005890265,0.9784038,0.000455658,0.00008653283,0.00008610814,0.00005875336,0.0005930946,0.004098973],"genre_scores_gemma":[0.7466173,0.000526335,0.2493079,0.0001519921,0.00006065198,0.0001626906,0.000136417,0.00009329839,0.002943411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008889856,"threshold_uncertainty_score":0.01767623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129316317743537,"score_gpt":0.313288549092517,"score_spread":0.2819953859150816,"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."}}