{"id":"W2143889951","doi":"10.1145/1216895.1216898","title":"A performance analysis method for autonomic computing systems","year":2007,"lang":"en","type":"article","venue":"ACM Transactions on Autonomous and Adaptive Systems","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; Autonomic computing; Workload; Distributed computing; Provisioning; Cloud computing; Computer network; Operating system","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":[0.003579978,0.002630464,0.001195701,0.004016274,0.001131849,0.003054105,0.00193248,0.001326799,0.007290796],"category_scores_gemma":[0.01297144,0.0007109321,0.0014354,0.003077717,0.001346425,0.004504311,0.001795824,0.003810102,0.002926296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632876,"about_ca_system_score_gemma":0.001278533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802696,"about_ca_topic_score_gemma":0.0007915191,"domain_scores_codex":[0.9966332,0.0009050252,0.0002466191,0.0005346164,0.001476838,0.0002037497],"domain_scores_gemma":[0.9958936,0.002249982,0.0003041282,0.0006628708,0.0008071927,0.00008224372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001098246,0.0001159672,0.0008631991,0.0004730831,0.0001363006,0.0001624692,0.0004942201,0.2105395,0.009397102,0.4858623,0.01459354,0.2772526],"study_design_scores_gemma":[0.00001699984,0.00005551602,0.0002531187,0.00008239756,0.00003083976,0.0001517895,0.00006360629,0.8317484,0.002577641,0.1405713,0.0244066,0.0000417209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008666254,0.0004244857,0.9939574,0.0001554132,0.0001000238,0.00007250106,0.00007121983,0.00064256,0.003709773],"genre_scores_gemma":[0.127775,0.001788016,0.8577216,0.0002792226,0.0008302233,0.001175128,0.0004451704,0.0009220019,0.00906357],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007290796,"threshold_uncertainty_score":0.02439016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351153716824729,"score_gpt":0.2781364831931525,"score_spread":0.2546249460249052,"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."}}