{"id":"W3138559045","doi":"10.1145/2838344.2852078","title":"Challenges of Memory Management on Modern NUMA System","year":2015,"lang":"en","type":"article","venue":"Queue","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Computer science; Registered memory; Interleaved memory; Node (physics); Uniform memory access; Dram; Key (lock); Shared memory; Interconnection; Flat memory model; Latency (audio); Embedded system; Memory management; Operating system; Semiconductor memory; Computer network; Computer hardware; Telecommunications","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":[0.0003055725,0.00007460497,0.0001139482,0.00008824822,0.00002336266,0.00001995524,0.0004866298,0.00003345473,4.041495e-7],"category_scores_gemma":[0.000006311338,0.00006732654,0.00002766147,0.00009050227,0.00001181392,0.00007543059,0.0001392163,0.00004240877,0.00002499415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004474612,"about_ca_system_score_gemma":0.00001607842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008419586,"about_ca_topic_score_gemma":8.310602e-7,"domain_scores_codex":[0.9992753,0.00005867309,0.0001407229,0.0002059406,0.0002111889,0.0001081974],"domain_scores_gemma":[0.9993231,0.00001762032,0.00007112711,0.0004664648,0.00006690835,0.00005480811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007392385,0.00007561332,0.000008913174,0.0001142996,0.00002096793,0.00001813449,0.001360451,0.03118402,0.000006750049,0.8622289,0.003142922,0.1018316],"study_design_scores_gemma":[0.0004732443,0.0002430539,0.0001861655,0.0002661631,0.000005647117,0.00001323039,0.0002997466,0.9822608,0.003932104,0.01092041,0.001167252,0.0002321493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006534504,0.0004008121,0.7721187,0.0003367027,0.0001606758,0.0001052686,2.837931e-7,0.0005015185,0.2257226],"genre_scores_gemma":[0.9150563,0.00003919725,0.08447839,0.00005786456,0.00002537054,0.000009774813,3.919076e-7,0.000005568194,0.0003271432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9510768,"threshold_uncertainty_score":0.2745497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526163387580963,"score_gpt":0.2708370863205612,"score_spread":0.2182207475624649,"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."}}