{"id":"W4212807595","doi":"10.1007/978-3-030-96040-7_3","title":"On the Performance Implications of Deploying IoT Apps as FaaS","year":2022,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Software deployment; Internet of Things; Overhead (engineering); Cloud computing; Container (type theory); Architecture; Distributed computing; Computer security; Operating system; Engineering","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":[0.001847291,0.0001930325,0.0002318866,0.0006335421,0.001083252,0.0002205986,0.004937297,0.00008005624,0.00003281964],"category_scores_gemma":[0.00007815078,0.0001482373,0.00006214098,0.0006787289,0.0008529428,0.002547387,0.002762749,0.0005522414,0.00007777196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749747,"about_ca_system_score_gemma":0.0004112042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836903,"about_ca_topic_score_gemma":0.000002509699,"domain_scores_codex":[0.9981248,0.0000499647,0.0007818186,0.0002708926,0.0005648484,0.0002076483],"domain_scores_gemma":[0.9950636,0.0006685221,0.0004804221,0.003397349,0.0003280553,0.00006204061],"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":[0.000001639538,0.00001555602,0.0002116823,0.00003135736,0.000004300992,3.838462e-8,0.001274779,0.0008067067,0.00000166824,0.8965513,0.0001634786,0.1009375],"study_design_scores_gemma":[0.0006532564,0.0005457487,0.01560669,0.0008057419,0.00001899618,0.0001112576,0.0001312277,0.5174068,0.0001105941,0.06564717,0.3979303,0.001032245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01471203,0.0009180398,0.1269811,0.01131883,0.001255784,0.002695176,0.00004113623,0.00057102,0.8415068],"genre_scores_gemma":[0.9758744,0.003278208,0.01769963,0.002228102,0.00002890971,0.0001964004,0.00001827419,0.00001779593,0.0006583084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9611623,"threshold_uncertainty_score":0.9174809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658662383731331,"score_gpt":0.2820735731921566,"score_spread":0.2454869493548433,"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."}}