{"id":"W2134470179","doi":"10.1145/1920320.1920330","title":"Optimizing resources in cloud, a SOA governance view","year":2010,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cloud computing; Computer science; Corporate governance; Distributed computing; Position (finance); Resource allocation; Resource (disambiguation); Reduction (mathematics); Environmental economics; Business; Computer network; Operating system; Economics","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":[0.001804934,0.0005849445,0.0004383428,0.001075363,0.001208255,0.006047737,0.0008659703,0.001454893,0.001814544],"category_scores_gemma":[0.001782839,0.0003123233,0.0006197203,0.001298677,0.002852382,0.007030229,0.001668078,0.002177629,0.0004962419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003207338,"about_ca_system_score_gemma":0.003329524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007438836,"about_ca_topic_score_gemma":0.00736888,"domain_scores_codex":[0.9986866,0.0003962048,0.00006647789,0.0001535684,0.0005193073,0.0001778976],"domain_scores_gemma":[0.9992583,0.0001707357,0.00007986833,0.0001528927,0.0002011247,0.0001371593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005141946,0.00001316392,0.0002061414,0.00002580824,0.000007666514,0.00003469952,0.0001037918,0.009270589,0.0003512119,0.9823982,0.001369545,0.006214139],"study_design_scores_gemma":[0.000009847879,0.00002590066,0.0002663825,0.00007307153,0.00001561355,0.00004846931,0.0002399216,0.03510796,0.0006886126,0.9195729,0.0439353,0.00001605499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02337659,0.004521647,0.7018743,0.05578629,0.0006774263,0.0001432692,0.0002396416,0.00044431,0.2129366],"genre_scores_gemma":[0.8762205,0.008083305,0.09231209,0.002836091,0.0007443182,0.0002381389,0.0001632722,0.0001696289,0.01923264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007438836,"threshold_uncertainty_score":0.02327102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008862757999330388,"score_gpt":0.2203424143099624,"score_spread":0.211479656310632,"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."}}