{"id":"W4226418970","doi":"10.1109/mnet.012.1900434","title":"Intelligent Edge-Based Service Provisioning Using Smart Cloudlets, Fog and Mobile Edges","year":2022,"lang":"en","type":"article","venue":"IEEE Network","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cloudlet; Computer science; Edge computing; Computer network; Provisioning; Edge device; Cloud computing; Mobile edge computing; Quality of service; Distributed computing; Server; 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":[0.0007607007,0.0001910884,0.0002060687,0.00007953869,0.00100552,0.000196873,0.0006300182,0.00004497626,0.000003469042],"category_scores_gemma":[0.00000910708,0.0002008719,0.00005961221,0.0008320945,0.00002621675,0.0001855018,0.0007238981,0.0003183481,0.00001246494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145889,"about_ca_system_score_gemma":0.0001272425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005760024,"about_ca_topic_score_gemma":0.000001906468,"domain_scores_codex":[0.9981911,0.000176234,0.0002743371,0.000439721,0.0003060761,0.0006125008],"domain_scores_gemma":[0.9990289,0.0002143333,0.0001288392,0.0004277121,0.0000640985,0.0001361499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005044069,0.0001959104,0.009364044,0.0001081056,0.00005231252,0.00004513214,0.004417663,0.7845433,0.0004565128,0.0001843983,0.09086989,0.1097123],"study_design_scores_gemma":[0.0002454429,0.0001486473,0.0003331689,0.00008458023,0.0000137812,0.00004251604,0.00005692663,0.7274042,0.0008594079,0.0005045886,0.2699277,0.0003789799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5997111,0.003010483,0.2972828,0.0003477176,0.09805007,0.0006020893,5.376362e-7,0.0004231296,0.000572141],"genre_scores_gemma":[0.9274044,0.00001579539,0.03643708,0.004726458,0.03107095,0.0001099585,0.000008956969,0.00006995318,0.0001564487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3276934,"threshold_uncertainty_score":0.819132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02932324946352461,"score_gpt":0.2523757138577828,"score_spread":0.2230524643942582,"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."}}