{"id":"W3032989794","doi":"10.1145/2796314.2745855","title":"Online Auctions in IaaS Clouds","year":2015,"lang":"en","type":"article","venue":"ACM SIGMETRICS Performance Evaluation Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Research Grants Council, University Grants Committee","keywords":"Profit maximization; Computer science; Provisioning; Cloud computing; Common value auction; Server; Combinatorial auction; Profit (economics); Social Welfare; Competitive analysis; Payment; Maximization; Online algorithm; Mathematical optimization; Microeconomics; Economics; Computer network; Operating system; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006366252,0.0007679837,0.001429148,0.000698999,0.001216418,0.004392136,0.002252576,0.001390214,0.00355875],"category_scores_gemma":[0.01084783,0.0007204538,0.0008737206,0.001500915,0.001871167,0.003968826,0.001569444,0.002745775,0.0004985746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725054,"about_ca_system_score_gemma":0.003757175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003844983,"about_ca_topic_score_gemma":0.00230928,"domain_scores_codex":[0.9937658,0.00363868,0.0002651624,0.0005577381,0.001080136,0.000692471],"domain_scores_gemma":[0.9940861,0.003457892,0.0005165781,0.0009192245,0.0006688438,0.0003513163],"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":[0.0001926808,0.0002258296,0.0005501587,0.0001200021,0.00005214205,0.0001504433,0.000136337,0.6597236,0.001625651,0.2986591,0.0024053,0.03615876],"study_design_scores_gemma":[0.00002928324,0.00003403633,0.00007243393,0.000009953385,0.000009073037,0.00004152238,0.00004700025,0.9088493,0.0005291438,0.08844712,0.001921008,0.00001020867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04513333,0.0009150339,0.9367286,0.001026795,0.0001763164,0.0002182804,0.0001181778,0.0005195099,0.01516392],"genre_scores_gemma":[0.8487373,0.0005806801,0.144369,0.0002073686,0.0001043631,0.0001896132,0.00008681983,0.00009827081,0.005626688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006366252,"threshold_uncertainty_score":0.03366834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135002328850202,"score_gpt":0.3594833502782876,"score_spread":0.2244810214280857,"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."}}