{"id":"W2963209633","doi":"10.1109/tpds.2019.2900238","title":"Auction Mechanisms in Cloud/Fog Computing Resource Allocation for Public Blockchain Networks","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Parallel and Distributed Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Bidding; Proof-of-work system; Block (permutation group theory); Blockchain; Resource management (computing); Computational complexity theory; Resource allocation; Combinatorial auction; Heuristic","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":[0.0006130421,0.0001987522,0.0002810905,0.0002185574,0.0003141998,0.0001414865,0.0003916061,0.0003012497,0.000002230515],"category_scores_gemma":[0.00000517867,0.0002021461,0.00007266379,0.0006488761,0.00004264217,0.000109711,0.000007172875,0.0003023534,0.000009747061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009939872,"about_ca_system_score_gemma":0.00003352288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007608691,"about_ca_topic_score_gemma":0.00004085155,"domain_scores_codex":[0.9983489,0.0001095013,0.0004308055,0.0005681253,0.0001610012,0.0003816771],"domain_scores_gemma":[0.9989516,0.0001734096,0.0001520522,0.0005355041,0.00009172971,0.00009576387],"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":[0.0000254986,0.0001849513,0.00003908501,0.00004113269,0.00002877568,9.038415e-7,0.0001213094,0.8884976,0.0001499712,0.1053669,0.0001810477,0.005362859],"study_design_scores_gemma":[0.0009046576,0.000127008,0.00008351963,0.00004002258,0.000008345667,0.00002759,0.0002584832,0.9941735,0.00008282853,0.002186512,0.001888135,0.0002193944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01639781,0.0001472699,0.9800664,0.001280415,0.0006181389,0.001092671,0.00004094229,0.0003214334,0.00003492993],"genre_scores_gemma":[0.9968865,0.00001535974,0.002567031,0.00007362819,0.00004166435,0.0002810969,0.0000396125,0.00001255479,0.00008258771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9804887,"threshold_uncertainty_score":0.824328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412280848616063,"score_gpt":0.2230310539587892,"score_spread":0.2089082454726286,"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."}}