{"id":"W2978276730","doi":"10.1109/qrs.2019.00034","title":"Microservice Based Architecture: Towards High-Availability for Stateful Applications with Kubernetes","year":2019,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ericsson (Canada); Université du Québec à Rimouski; Concordia University","funders":"","keywords":"Stateful firewall; Microservices; Stateless protocol; Computer science; Distributed computing; Replication (statistics); State (computer science); Operating system; Computer network; Programming language; Cloud computing; Biology","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":[0.001461863,0.0004637511,0.0003388875,0.0005629631,0.0005304559,0.001653679,0.001593462,0.0006860668,0.002217402],"category_scores_gemma":[0.002842003,0.0004005135,0.0004060254,0.0003755458,0.0006390988,0.002621831,0.002265634,0.001535879,0.000745345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967163,"about_ca_system_score_gemma":0.0008594942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411458,"about_ca_topic_score_gemma":0.0012219,"domain_scores_codex":[0.9989973,0.000186361,0.0001083965,0.0001637083,0.0003571186,0.0001871189],"domain_scores_gemma":[0.9982271,0.000287954,0.0001591403,0.0007037527,0.0003979249,0.0002242599],"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":[0.002113327,0.00111098,0.01728042,0.001201058,0.0002976678,0.001690346,0.002581684,0.08878225,0.2433336,0.1243211,0.02587348,0.4914141],"study_design_scores_gemma":[0.0001861201,0.0006772853,0.01060972,0.0001951441,0.0002212357,0.001335352,0.0005734655,0.691723,0.1546386,0.04671364,0.09290532,0.0002211471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1657262,0.0005865403,0.7793996,0.0006335025,0.0002232083,0.0002174726,0.0001372232,0.04324879,0.009827533],"genre_scores_gemma":[0.7854132,0.0003208857,0.2054137,0.0002982896,0.00007036463,0.0001714067,0.0003859547,0.001349826,0.006576346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002217402,"threshold_uncertainty_score":0.00773114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004662068273579947,"score_gpt":0.2094503110741431,"score_spread":0.2047882428005631,"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."}}