{"id":"W2005135370","doi":"10.5555/2664633.2664640","title":"On GPU Pass-Through Performance for Cloud Gaming: Experiments and Analysis","year":2013,"lang":"en","type":"article","venue":"Network and System Support for Games","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Cloud computing; Virtualization; Bottleneck; Virtual machine; Operating system; Benchmark (surveying); Exploit; Live migration; Embedded 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":[0.0003655879,0.0001939456,0.0003643199,0.00007511079,0.0003337524,0.0002482396,0.0002764925,0.00006336954,0.000005061446],"category_scores_gemma":[0.000005567254,0.0001531153,0.0001296297,0.0002488717,0.00003557212,0.00005345924,0.000166476,0.0000486094,0.000006503836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002693338,"about_ca_system_score_gemma":0.00001001706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000174884,"about_ca_topic_score_gemma":0.000001109982,"domain_scores_codex":[0.9985293,0.00003297321,0.0003238606,0.00050388,0.000178954,0.0004309886],"domain_scores_gemma":[0.999135,0.0001724261,0.0001486921,0.0003871598,0.00005870449,0.00009803419],"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":[0.000202052,0.0003656084,0.07487862,0.002947069,0.003836153,0.00001736032,0.01237051,0.05935595,0.00004309258,0.1836937,0.2971414,0.3651485],"study_design_scores_gemma":[0.0007544074,0.0005952985,0.006151311,0.0001210357,0.0001441791,0.000008463338,0.0003668949,0.9436345,0.00005260724,0.0004992084,0.0473416,0.0003304613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515543,0.0005985971,0.242724,0.0003760691,0.0008427619,0.001203981,0.000004199795,0.0002025517,0.002493593],"genre_scores_gemma":[0.9870267,0.00001644169,0.01004303,0.0002493243,0.0003304074,0.0002603749,0.000009278378,0.00001308026,0.0020514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8842786,"threshold_uncertainty_score":0.6243863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571452149035841,"score_gpt":0.2411815852257682,"score_spread":0.2254670637354098,"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."}}