{"id":"W2027588582","doi":"10.1109/surv.2011.122811.00060","title":"Resource Discovery and Allocation in Network Virtualization","year":2012,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Network virtualization; Virtualization; Resource allocation; Virtual network; Computer network; Data virtualization; The Internet; Virtual machine; Distributed computing; Cloud computing; World Wide Web; Operating system","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":[0.006487728,0.0007536034,0.001943441,0.001340424,0.00166027,0.005497121,0.002468052,0.001805361,0.001889902],"category_scores_gemma":[0.01174768,0.0006929084,0.0004460831,0.00326479,0.003516848,0.008333066,0.003600266,0.002887245,0.0006491573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923619,"about_ca_system_score_gemma":0.003045327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510993,"about_ca_topic_score_gemma":0.001851408,"domain_scores_codex":[0.9931515,0.003551201,0.0003243295,0.0008625296,0.001524682,0.0005858105],"domain_scores_gemma":[0.9953665,0.003021612,0.000311695,0.0006861984,0.0003781273,0.0002358947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001419152,0.00007478457,0.000664443,0.0003243596,0.00004182598,0.0001066261,0.0003130144,0.07595527,0.001132084,0.7358065,0.007882887,0.1775562],"study_design_scores_gemma":[0.00002811396,0.00005534429,0.00029991,0.0001499682,0.00003799146,0.0002045107,0.0002005134,0.3660164,0.001524862,0.5846515,0.04677984,0.00005098739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01075904,0.04083206,0.9162639,0.005379117,0.0007873133,0.0001793222,0.0000868116,0.0004303599,0.02528204],"genre_scores_gemma":[0.6003826,0.03968289,0.34276,0.001436826,0.002351392,0.0005990064,0.0002281382,0.0001996473,0.01235945],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006487728,"threshold_uncertainty_score":0.03431082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473617511079041,"score_gpt":0.286788131052231,"score_spread":0.2420519559414406,"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."}}