{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005565305,0.0001587208,0.0002730672,0.0005086309,0.00009222925,0.00006781399,0.001331477,0.00004719596,0.00002879758],"category_scores_gemma":[0.002613621,0.0001387766,0.0000711509,0.005091261,0.00002214216,0.0001162477,0.0006161619,0.0002168556,0.0002174466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890575,"about_ca_system_score_gemma":0.0002073344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001535073,"about_ca_topic_score_gemma":0.000005336589,"domain_scores_codex":[0.9973856,0.0002476221,0.0005519512,0.0003968477,0.00113549,0.0002824886],"domain_scores_gemma":[0.9978431,0.0001386019,0.0002048715,0.00123735,0.0004515783,0.0001244517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000109268,0.0001806861,0.002828961,0.0002552462,0.000009755185,0.00000181686,0.0001563564,0.02084248,6.560548e-7,0.0005593923,0.008841748,0.9663218],"study_design_scores_gemma":[0.0006997259,0.0001353626,0.0190752,0.001026071,0.00004561535,0.00001360573,0.00002697318,0.8887305,0.000007831411,0.0005862396,0.08938187,0.0002709804],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7271904,0.2087242,0.02686573,0.01986924,0.003106676,0.002921655,0.000003008499,0.0005506616,0.01076834],"genre_scores_gemma":[0.9154396,0.03174246,0.04597151,0.005213455,0.000430241,0.0001964338,0.00004399245,0.00002988831,0.000932414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9660508,"threshold_uncertainty_score":0.5659146,"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."}}