{"id":"W2116455588","doi":"10.1109/dsnw.2011.5958801","title":"Enhancing application robustness in Infrastructure-as-a-Service clouds","year":2011,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Network topology; Computer science; Cloud computing; Robustness (evolution); Distributed computing; Virtual machine; Resilience (materials science); Virtual network; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708238,0.0001112918,0.000107817,0.0001071705,0.00006502793,0.00004735693,0.0008974069,0.00005195479,0.00003070384],"category_scores_gemma":[0.000008709108,0.00009688603,0.00002624262,0.0006636538,0.00001152593,0.00003403528,0.0004867936,0.0001179233,0.00008584829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004306445,"about_ca_system_score_gemma":0.00002336848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008083044,"about_ca_topic_score_gemma":0.0003533757,"domain_scores_codex":[0.9989884,0.00003343721,0.0002155524,0.0003555121,0.0001683002,0.0002387189],"domain_scores_gemma":[0.999267,0.000025347,0.00006262366,0.0005454846,0.00004333496,0.00005623743],"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":[0.00002491484,0.0003487068,0.01073472,0.0001573743,0.00004079359,0.00004659831,0.01800814,0.1401518,0.002327714,0.4906421,0.0004782601,0.3370388],"study_design_scores_gemma":[0.0003806285,0.00004347161,0.04747551,0.00003482045,0.000003994421,0.00001519227,0.0003596079,0.9361978,0.004498929,0.008843029,0.001828337,0.0003186921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4285623,0.00001151084,0.5478191,0.0002640746,0.0001243736,0.0001167223,3.276254e-8,0.0001816016,0.02292026],"genre_scores_gemma":[0.9519182,8.220873e-7,0.04689007,0.0008582603,0.00004470449,0.00001536761,4.025142e-7,0.0000063927,0.0002657688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.796046,"threshold_uncertainty_score":0.3950897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213528486926327,"score_gpt":0.2181736715648024,"score_spread":0.2060383866955391,"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."}}