{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004513592,0.00009458279,0.0002246377,0.00004661147,0.00005508874,0.00005224523,0.0003663039,0.00004638926,0.00003838271],"category_scores_gemma":[0.00006315827,0.00007565619,0.00003237728,0.0007825301,0.00005384727,0.0002356485,0.0003124831,0.00006037268,0.00004339302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007576042,"about_ca_system_score_gemma":0.00003313914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330249,"about_ca_topic_score_gemma":0.0002599653,"domain_scores_codex":[0.9990825,0.00004532613,0.0002222478,0.0002909942,0.0001613439,0.0001975813],"domain_scores_gemma":[0.9990698,0.0002889356,0.00007148615,0.0003850301,0.0001228269,0.00006195145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172943,0.0003257983,0.420532,0.000521481,0.0001798376,0.00004437609,0.005572195,0.0002289844,0.006970746,0.3718354,0.02678859,0.1667832],"study_design_scores_gemma":[0.00371233,0.0002760145,0.7805902,0.00009081997,0.0000229961,0.00001157841,0.0003072069,0.1494505,0.003006212,0.0365259,0.02528339,0.0007227864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562755,0.0001912404,0.03412668,0.00241204,0.0002670544,0.0002563169,0.00000636393,0.0007243842,0.005740392],"genre_scores_gemma":[0.9921234,0.00003867228,0.006576715,0.0007225825,0.00002325108,0.000008984507,0.000002349082,0.000004586475,0.000499448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600582,"threshold_uncertainty_score":0.308517,"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."}}