{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002740817,0.0004980523,0.001215658,0.0005784428,0.002417461,0.004591516,0.003401964,0.001649594,0.006144958],"category_scores_gemma":[0.008373055,0.0004987433,0.0003724317,0.001153632,0.001652883,0.007908272,0.00317614,0.002707874,0.002201778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135942,"about_ca_system_score_gemma":0.001616551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146993,"about_ca_topic_score_gemma":0.00218247,"domain_scores_codex":[0.9979832,0.0005708453,0.0001285943,0.0003357432,0.00071729,0.0002643228],"domain_scores_gemma":[0.9966144,0.001495749,0.0002750072,0.0006067171,0.0007211715,0.0002870017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005404443,0.0002197374,0.003337425,0.001224468,0.0001435884,0.000544332,0.0008997506,0.127527,0.007008007,0.4972209,0.09527346,0.2660611],"study_design_scores_gemma":[0.0000818979,0.0001220076,0.001184761,0.0002121845,0.00005362335,0.000484818,0.0006765909,0.4687302,0.003306692,0.4283387,0.09672645,0.00008211625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1741259,0.1250294,0.4853217,0.1028877,0.005393293,0.0003064531,0.001267058,0.00433153,0.1013369],"genre_scores_gemma":[0.8243048,0.02162843,0.1221562,0.004968328,0.003090333,0.0004182654,0.0004379507,0.0005903173,0.02240546],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006144958,"threshold_uncertainty_score":0.02055699,"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."}}