{"id":"W4308426784","doi":"10.1145/3542929.3563499","title":"CoSpot","year":2022,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Huawei Technologies","keywords":"Virtual machine; Computer science; Server; Cloud computing; Temporal isolation among virtual machines; Distributed computing; Allocator; Residual; Revenue; Hot spot (computer programming); Operating system; Workload; Virtualization; Algorithm","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":[0.00134993,0.001100424,0.0006526343,0.0006791739,0.001039416,0.002850211,0.003070987,0.0009877426,0.04073996],"category_scores_gemma":[0.003874791,0.0004926245,0.0004945594,0.0008039399,0.0006171503,0.004182871,0.003148976,0.001435977,0.01513717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009433819,"about_ca_system_score_gemma":0.001237797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974709,"about_ca_topic_score_gemma":0.00207397,"domain_scores_codex":[0.998498,0.0002189389,0.00008451252,0.0003433301,0.0005430594,0.0003122403],"domain_scores_gemma":[0.9980121,0.0002561871,0.0001212424,0.0008018811,0.0003974092,0.0004112136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002820031,0.00114069,0.005362642,0.0007638664,0.0001266139,0.0007167308,0.0004998325,0.02327297,0.04270048,0.12151,0.4941523,0.3069339],"study_design_scores_gemma":[0.0003980486,0.0006746277,0.00404071,0.0001055755,0.00005311353,0.001196145,0.0003220507,0.2488314,0.02915067,0.03320967,0.6818671,0.000150955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.1256608,0.001698235,0.3174099,0.002288215,0.002113077,0.001857533,0.00630753,0.1702196,0.3724453],"genre_scores_gemma":[0.6811547,0.001155947,0.1633797,0.001694441,0.0005421972,0.001252103,0.02092545,0.0145009,0.1153946],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04073996,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030777985875954,"score_gpt":0.2052580983295874,"score_spread":0.1949503184708278,"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."}}