{"id":"W3119951918","doi":"10.1145/3423137","title":"SSD-based Workload Characteristics and Their Performance Implications","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Storage","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Workload; File system; Locality; Block (permutation group theory); Cover (algebra); Block size; Sensitivity (control systems); Computer data storage; Operating system; 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":[0.00007814979,0.0001747326,0.0001689956,0.0001269901,0.0003523115,0.0001075036,0.000801487,0.00008796303,0.00002215143],"category_scores_gemma":[0.00006224948,0.0001644698,0.00004765468,0.0006036648,0.0001068815,0.0005157099,0.00004909615,0.0002984871,0.00003519834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006749136,"about_ca_system_score_gemma":0.0000895747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001677878,"about_ca_topic_score_gemma":0.000005343452,"domain_scores_codex":[0.998985,0.00003008395,0.0001828432,0.0004539694,0.0001063848,0.0002417129],"domain_scores_gemma":[0.9976725,0.0002081719,0.00006722529,0.001888674,0.00009319737,0.00007024463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007671298,0.0001585036,0.000199974,0.00002232467,0.00002108871,0.00001740811,0.0001663681,0.0006343423,0.004440781,0.001780458,0.00007060581,0.9924805],"study_design_scores_gemma":[0.004429811,0.001298456,0.1648554,0.0007822562,0.0001500669,0.0008287051,0.001175753,0.1388317,0.4885173,0.03385752,0.160748,0.004525022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05585645,0.0001797515,0.9397675,0.003142225,0.0001868642,0.00009943034,0.00009140246,0.0005768008,0.00009951927],"genre_scores_gemma":[0.8898857,0.0002643111,0.1091688,0.0004631166,0.00001387928,0.00006036769,0.00001209369,0.0000127169,0.0001189946],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9879555,"threshold_uncertainty_score":0.6706882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264682567126836,"score_gpt":0.2452064427306575,"score_spread":0.2225596170593891,"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."}}