{"id":"W4409814415","doi":"10.1016/j.procs.2025.03.082","title":"Availability and Sustainability Aware Service Function Chains (SFC) Allocation and Embedding in Edge-Cloud Continuum","year":2025,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Cloud computing; Embedding; Enhanced Data Rates for GSM Evolution; Sustainability; Function (biology); Service (business); Distributed computing; Artificial intelligence; Operating system; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004264324,0.0003483878,0.0002765112,0.0003309812,0.0005053186,0.0006662415,0.0004778168,0.0003711862,0.0008297785],"category_scores_gemma":[0.0008062864,0.0001122051,0.0002239653,0.0003729136,0.0003748551,0.0008159073,0.0006884673,0.0004818766,0.000112576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00069313,"about_ca_system_score_gemma":0.0007460521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002338524,"about_ca_topic_score_gemma":0.002701246,"domain_scores_codex":[0.9996892,0.00008599574,0.000009915968,0.00005741196,0.00008142954,0.00007609295],"domain_scores_gemma":[0.9996802,0.0001045272,0.00006703378,0.00003849584,0.00006423213,0.00004554097],"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":[0.0001511445,0.0001121765,0.003036747,0.0000852814,0.00002752378,0.0002233865,0.00009969446,0.8803899,0.02517375,0.01717113,0.001105888,0.07242339],"study_design_scores_gemma":[0.000004111346,0.00005703111,0.0006432931,0.000006466068,0.000007429818,0.0000627636,0.00005695578,0.9897267,0.003765657,0.004724872,0.0009379094,0.000006804876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3135787,0.0006414253,0.6764953,0.0004005352,0.0000603475,0.00008101762,0.00007085979,0.0003566243,0.008315254],"genre_scores_gemma":[0.9711066,0.0001103744,0.02806196,0.00002486033,0.000006193186,0.00001855625,0.00002298096,0.00001194625,0.0006365575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002338524,"threshold_uncertainty_score":0.005029023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006839667687790938,"score_gpt":0.242290229386668,"score_spread":0.2354505616988771,"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."}}