{"id":"W4313591100","doi":"10.1109/access.2022.3233829","title":"Design and Implementation of Burst Buffer Over-Subscription Scheme for HPC Storage Systems","year":2023,"lang":"en","type":"article","venue":"IEEE Access","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Science; Korea Institute of Science and Technology; Advanced Scientific Computing Research; National Research Foundation; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and ICT, South Korea; Korea Institute of Science and Technology Information; National Energy Research Scientific Computing Center; National Research Foundation of Korea; U.S. Department of Energy","keywords":"Computer science; Buffer (optical fiber); Overhead (engineering); Supercomputer; Computer network; Write buffer; Operating system; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821878,0.0001024406,0.0001478005,0.0001893367,0.00008253817,0.0001645958,0.0007612779,0.00005543949,0.000001544724],"category_scores_gemma":[0.00003471735,0.00009932249,0.000019465,0.0004926579,0.00004151812,0.001746451,0.0002452403,0.00005040918,0.000004004699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005335892,"about_ca_system_score_gemma":0.00002098795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007591645,"about_ca_topic_score_gemma":0.000007128593,"domain_scores_codex":[0.9990727,0.00002805553,0.0002103122,0.0003049971,0.000178209,0.0002057128],"domain_scores_gemma":[0.9991708,0.000129237,0.0001594311,0.00043376,0.00008066881,0.00002614179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001252552,0.0001415109,0.01071959,0.001647451,0.0002200801,0.00006404641,0.002301841,0.02893431,0.5906749,0.1570559,0.05821795,0.1498972],"study_design_scores_gemma":[0.002897215,0.0005782606,0.02115348,0.0001528682,0.00004086587,0.0000184443,0.001244125,0.5792822,0.3630543,0.02550435,0.005177625,0.0008962876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.193377,0.0001012258,0.8050014,0.00008626303,0.0004758271,0.0005395771,0.00002902473,0.0003857975,0.000003868745],"genre_scores_gemma":[0.9571056,0.00005922312,0.04249322,0.00002581134,0.00003739814,0.0002139355,0.00001960089,0.00001237921,0.00003285505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7637286,"threshold_uncertainty_score":0.4050253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0703756033261591,"score_gpt":0.3637166964272439,"score_spread":0.2933410931010847,"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."}}