{"id":"W2968848515","doi":"10.1109/ic2e.2019.00024","title":"Host Hypervisor Trace Mining for Virtual Machine Workload Characterization","year":2019,"lang":"en","type":"article","venue":"","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Hypervisor; Virtual machine; Workload; Operating system; Cluster analysis; Host (biology); Tracing; Temporal isolation among virtual machines; Distributed computing; Cloud computing; Virtualization; Artificial intelligence","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":[0.0006969695,0.0008799814,0.0006206107,0.004618687,0.000425374,0.0008296612,0.000848715,0.0005004377,0.0005478348],"category_scores_gemma":[0.003763336,0.0002541055,0.0005785773,0.002301355,0.000187719,0.00082074,0.0005647401,0.0005159751,0.0003574368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582407,"about_ca_system_score_gemma":0.0007617442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796374,"about_ca_topic_score_gemma":0.004608599,"domain_scores_codex":[0.9992428,0.0001102212,0.00009010417,0.0002199459,0.0002309096,0.0001061724],"domain_scores_gemma":[0.9979047,0.0006800815,0.0004597679,0.0003416736,0.0004667371,0.0001471861],"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":[0.0008306415,0.001271202,0.1677953,0.000552982,0.0003338968,0.00101876,0.0009364039,0.09543083,0.09005868,0.002158246,0.006414957,0.633198],"study_design_scores_gemma":[0.00002088476,0.000215452,0.04165682,0.00003853698,0.00005694582,0.0004851851,0.0003116536,0.9304706,0.02163837,0.002553151,0.002518513,0.00003402907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6211252,0.0009844069,0.3654236,0.0001820506,0.00004708496,0.0002414453,0.00333435,0.007197181,0.001464747],"genre_scores_gemma":[0.9198592,0.0001900012,0.07483307,0.00003053958,0.0000236594,0.0001234867,0.004150942,0.0001090819,0.000680003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004618687,"threshold_uncertainty_score":0.007548571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075376449059177,"score_gpt":0.2289765241357581,"score_spread":0.2182227596451663,"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."}}