{"id":"W2079365006","doi":"10.1109/notere.2010.5536839","title":"Ranking service units for providing and protecting highly available services with load balancing","year":2010,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ericsson (Canada); Concordia University","funders":"","keywords":"Computer science; Redundancy (engineering); Workload; Distributed computing; Load balancing (electrical power); Service (business); IT service continuity; High availability; Ranking (information retrieval); Computer network; Database; Operating 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":[0.0007231981,0.0003034087,0.0002590989,0.0001363199,0.000731023,0.0005978232,0.0009466635,0.0001120269,0.0000140616],"category_scores_gemma":[0.0000158383,0.000225693,0.00002565869,0.001119783,0.00001997603,0.001145896,0.0003956609,0.0004228199,0.00001901119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060281,"about_ca_system_score_gemma":0.0002126781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930131,"about_ca_topic_score_gemma":0.0137296,"domain_scores_codex":[0.997965,0.00004475888,0.0002690482,0.0007598136,0.0003787226,0.000582653],"domain_scores_gemma":[0.9980936,0.0003004812,0.0001824673,0.0006084114,0.0006512511,0.0001637637],"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":[0.0006244949,0.0002767598,0.02874899,0.01056685,0.0004594304,0.00006273392,0.08666928,0.0008809356,0.6852646,0.08507874,0.0001913166,0.1011759],"study_design_scores_gemma":[0.006811203,0.000938906,0.001787329,0.00148513,0.0001489588,0.0005439317,0.00502653,0.5622672,0.3074934,0.005088837,0.105761,0.002647603],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786345,0.0001431304,0.1090075,0.002709024,0.0004723883,0.001513425,0.000004021975,0.0008667015,0.006649335],"genre_scores_gemma":[0.8490018,0.000002747383,0.1466104,0.00376386,0.0002256644,0.0001424451,0.000005547723,0.00003689357,0.000210712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5613862,"threshold_uncertainty_score":0.9203492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008432118657947652,"score_gpt":0.1990496227737422,"score_spread":0.1906175041157946,"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."}}