{"id":"W1983936126","doi":"10.1145/2160803.2160850","title":"Robust heterogeneous data center design","year":2011,"lang":"en","type":"article","venue":"ACM SIGMETRICS Performance Evaluation Review","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Center (category theory); Data center; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005181302,0.000935733,0.001030576,0.0008474349,0.0009621301,0.002582178,0.002547855,0.001146201,0.009137291],"category_scores_gemma":[0.009693624,0.0007717947,0.001484242,0.001145096,0.001282023,0.003131587,0.003755758,0.001819755,0.001778968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458728,"about_ca_system_score_gemma":0.001828657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007032386,"about_ca_topic_score_gemma":0.0007553811,"domain_scores_codex":[0.9944472,0.002185575,0.0002415484,0.0008657677,0.00177936,0.0004804605],"domain_scores_gemma":[0.9955996,0.001368631,0.0002850244,0.001472856,0.001069029,0.0002047429],"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":[0.0004561475,0.0001826857,0.00119627,0.0005053785,0.0002081542,0.0002017463,0.0002531235,0.3052682,0.01219344,0.3123684,0.0175702,0.3495962],"study_design_scores_gemma":[0.0001378531,0.0003095032,0.0003832397,0.00009033013,0.0001560621,0.0002951298,0.0001207376,0.7363054,0.008458545,0.2167192,0.03697362,0.00005033094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001621375,0.0001618795,0.9945299,0.0001942765,0.00003722273,0.00009874906,0.00003946207,0.0002415464,0.003075616],"genre_scores_gemma":[0.2871065,0.0006100015,0.7033497,0.0004318584,0.0002271493,0.0005052727,0.0002578623,0.0004392604,0.007072447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009137291,"threshold_uncertainty_score":0.03056735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3628642774726584,"score_gpt":0.3335524476560244,"score_spread":0.02931182981663399,"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."}}