{"id":"W4311427590","doi":"10.1002/nem.2218","title":"Towards optimal synchronization in NFV‐based environments","year":2022,"lang":"en","type":"article","venue":"International Journal of Network Management","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Synchronization (alternating current); Scalability; Function (biology); Distributed computing; Flexibility (engineering); Mathematical optimization; Computer network","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":[0.001610476,0.000784611,0.0008195497,0.0005822823,0.0007532541,0.0009599018,0.001123071,0.0008497665,0.001725851],"category_scores_gemma":[0.003776093,0.0003931258,0.0003834005,0.0005387833,0.0007981042,0.001317163,0.001634596,0.0007123968,0.0001844288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030146,"about_ca_system_score_gemma":0.001364083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005177688,"about_ca_topic_score_gemma":0.003420374,"domain_scores_codex":[0.9991991,0.0002712627,0.00002854541,0.0001463943,0.000109329,0.0002453557],"domain_scores_gemma":[0.9986153,0.0007448129,0.0002118468,0.0001251655,0.0001481354,0.0001548052],"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":[0.0001068491,0.00005535585,0.0005762351,0.00003420002,0.00001521537,0.00005180737,0.0000643081,0.9684839,0.002485356,0.01230981,0.0008483878,0.01496853],"study_design_scores_gemma":[0.00001286816,0.00002257769,0.0001024074,0.000004413279,0.000002497451,0.00001050921,0.00004149732,0.9929716,0.0006664959,0.005778968,0.0003827085,0.000003566822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1271486,0.0001673285,0.8680453,0.0003365549,0.00004689152,0.00007245813,0.00009564975,0.0005133401,0.003573945],"genre_scores_gemma":[0.8626316,0.00009179257,0.1357924,0.00006094525,0.00001539226,0.00007584904,0.0001285655,0.00009231606,0.001111033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005177688,"threshold_uncertainty_score":0.01029509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008694305706211054,"score_gpt":0.2295759224329986,"score_spread":0.2208816167267876,"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."}}