{"id":"W4390188568","doi":"10.1109/latincom59467.2023.10361896","title":"Runtime Availability and Service Continuity of Containerized VNF Instances","year":2023,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ericsson (Canada); Concordia University","funders":"","keywords":"Computer science; Virtual network; Scalability; High availability; Failure rate; Distributed computing; Virtualization; Computer network; Redundancy (engineering); Service (business); Provisioning; Operating system; Cloud computing; Reliability engineering","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":[0.00238021,0.0007254176,0.0008207768,0.0009192922,0.0005846398,0.002052178,0.001820765,0.0007718395,0.001137737],"category_scores_gemma":[0.01365661,0.0005311483,0.0007326737,0.0007532329,0.0009367982,0.002000145,0.0008225106,0.001105373,0.0002359679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517906,"about_ca_system_score_gemma":0.001491522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008533766,"about_ca_topic_score_gemma":0.003984351,"domain_scores_codex":[0.9977053,0.000376217,0.0001255593,0.0004880349,0.0007046148,0.0006003398],"domain_scores_gemma":[0.9933,0.003283989,0.001264787,0.0008198288,0.0010389,0.0002925672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001802869,0.00005547956,0.007023344,0.0000807059,0.00003835382,0.000286627,0.0001808264,0.957177,0.008905539,0.01243993,0.0005244389,0.0131075],"study_design_scores_gemma":[0.000002892797,0.00002425366,0.001029149,0.000007293579,0.000007758348,0.00005911578,0.00003242532,0.9955826,0.001745625,0.001200806,0.0002996572,0.000008341404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.522805,0.0007986011,0.467732,0.0003419363,0.00008393866,0.0000870347,0.0005368108,0.001303281,0.0063113],"genre_scores_gemma":[0.982748,0.0001541406,0.01616269,0.00001805545,0.00001104822,0.000048746,0.0002114958,0.0000759174,0.0005699333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008533766,"threshold_uncertainty_score":0.01826876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595105929024036,"score_gpt":0.2332237631132575,"score_spread":0.2172727038230171,"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."}}