{"id":"W4389576356","doi":"10.1109/acsos-c58168.2023.00031","title":"Reviving Software Diversity in Microservices to Optimize the Performance of Software Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Microservices; Software versioning; Software engineering; Software; Software system; Service (business); Agile software development; Operating system; Cloud computing","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":[0.004248271,0.0007545218,0.0007707055,0.0009294013,0.001119783,0.002011415,0.002381568,0.0008968785,0.0009360406],"category_scores_gemma":[0.01114992,0.0006212241,0.0006301317,0.00078614,0.001435762,0.003802601,0.004933634,0.002243107,0.0003431255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278874,"about_ca_system_score_gemma":0.001127534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517858,"about_ca_topic_score_gemma":0.002225382,"domain_scores_codex":[0.9968977,0.0008554646,0.0001707234,0.0005832661,0.0009992566,0.0004936272],"domain_scores_gemma":[0.9916574,0.00214902,0.0009344173,0.003071255,0.001055087,0.001132813],"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":[0.001357604,0.001201797,0.02673812,0.0004033417,0.0002984514,0.000766691,0.003274882,0.229728,0.2695763,0.02083219,0.005392987,0.4404297],"study_design_scores_gemma":[0.0002770453,0.001455003,0.01442899,0.0001204426,0.000185181,0.001010458,0.00124268,0.810724,0.1172024,0.03038082,0.02278078,0.0001922077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7408255,0.001550705,0.2446781,0.0009416302,0.0001432004,0.000184146,0.00004390539,0.006998339,0.004634383],"genre_scores_gemma":[0.9108483,0.0001957145,0.08645491,0.0002375379,0.00005391164,0.0000696424,0.00008520487,0.0006630736,0.001391654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004248271,"threshold_uncertainty_score":0.02246732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210316904114458,"score_gpt":0.2402951970276392,"score_spread":0.2181920279864946,"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."}}