{"id":"W2050364078","doi":"10.1145/1028613.1028628","title":"ATOP-space and time adaptation for parallel and grid applications via flexible data partitioning","year":2004,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Distributed computing; Thread (computing); Partition (number theory); Load balancing (electrical power); Parallel computing; Workload; Grid; Schedule; Scheduling (production processes); Reservation; Adaptation (eye); Grid computing; Space partitioning; Operating system; Computer network; Algorithm","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":[0.0002382238,0.00008608525,0.0001017136,0.00003127745,0.0002300129,0.0002210313,0.0003491185,0.00003544029,0.000001999369],"category_scores_gemma":[0.00001139502,0.00008185941,0.00001255467,0.0001425614,0.00002900492,0.0004225162,0.0002008116,0.00003753918,0.00002661183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001220245,"about_ca_system_score_gemma":0.00003877993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007071307,"about_ca_topic_score_gemma":0.000009718201,"domain_scores_codex":[0.999204,0.00001647673,0.0001494107,0.0003778642,0.00009059596,0.0001616736],"domain_scores_gemma":[0.9992828,0.00007955003,0.00006226745,0.000450432,0.00004850479,0.00007645211],"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":[0.000009741588,0.00008501484,0.0002959579,0.0000970132,0.00003315341,0.000001295481,0.0007914403,0.03983142,0.0002999566,0.9301707,0.006458865,0.02192542],"study_design_scores_gemma":[0.0008174089,0.00007263941,0.0005189051,0.00003235952,0.00001193473,0.00003898219,0.0000455224,0.8995123,0.00007009492,0.04293875,0.05571113,0.0002299734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004603326,0.000233802,0.9962606,0.001403588,0.00005580433,0.0003792561,0.00002876415,0.0001978612,0.0009799382],"genre_scores_gemma":[0.6025776,0.0000182803,0.3961667,0.0001639468,0.0001671415,0.00009652526,0.0003103951,0.000008060118,0.0004914028],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.887232,"threshold_uncertainty_score":0.333813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03928236711829401,"score_gpt":0.2684832894514882,"score_spread":0.2292009223331942,"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."}}