{"id":"W4383503198","doi":"10.1109/iceib57887.2023.10170261","title":"IoT Management with Container Orchestration","year":2023,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Orchestration; Cloud computing; Computer science; Container (type theory); Containerization; MQTT; Scalability; Software deployment; Message queue; Embedded system; Operating system; Distributed computing; Process (computing); Internet of Things; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654002,0.0005464304,0.0004018915,0.0004691262,0.0007615627,0.001849029,0.001169621,0.0003237397,0.002347267],"category_scores_gemma":[0.0008637671,0.0002980033,0.0006097159,0.0005396313,0.0004715621,0.001868352,0.002146259,0.0007771301,0.0009854218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617087,"about_ca_system_score_gemma":0.001315932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003772142,"about_ca_topic_score_gemma":0.003244683,"domain_scores_codex":[0.9994281,0.00006893669,0.00005955769,0.000122818,0.0001728905,0.0001476359],"domain_scores_gemma":[0.9995847,0.00004327568,0.00004615555,0.0001580177,0.0001079793,0.00005985357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001146552,0.0007592118,0.01662778,0.0006159148,0.0003025759,0.002921974,0.00204801,0.1921995,0.1462658,0.135691,0.07604461,0.425377],"study_design_scores_gemma":[0.00006517804,0.0001055211,0.003148046,0.00007031347,0.0001153972,0.0004626054,0.0003802349,0.7452552,0.0732167,0.02335326,0.1537122,0.0001153154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.093978,0.0005037276,0.8082766,0.0005431308,0.0005294958,0.0006439156,0.0005015202,0.03000626,0.06501734],"genre_scores_gemma":[0.7737349,0.0004210333,0.2071101,0.0002755777,0.0000910327,0.0003420695,0.001373516,0.001563401,0.01508832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003772142,"threshold_uncertainty_score":0.007852376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354081993464991,"score_gpt":0.2174402645322081,"score_spread":0.2038994445975582,"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."}}