{"id":"https://openalex.org/W2733075960","doi":"https://doi.org/10.1080/10798587.2017.1329245","title":"Deep learning control for complex and large scale cloud systems","display_name":"Deep learning control for complex and large scale cloud systems","publication_year":2017,"publication_date":"2017-06-28","ids":{"openalex":"https://openalex.org/W2733075960","doi":"https://doi.org/10.1080/10798587.2017.1329245","mag":"2733075960"},"language":"en","primary_location":{"id":"doi:10.1080/10798587.2017.1329245","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2017.1329245","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Deep_learning_control_for_complex_and_large_scale_cloud_systems/20595192","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052743179","display_name":"Mehdi Roopaei","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mehdi Roopaei","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Texas at San Antonio, San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Texas at San Antonio, San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114027757","display_name":"Paul Rad","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Rad","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Texas at San Antonio, San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Texas at San Antonio, San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113537394","display_name":"Mo Jamshidi","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mo Jamshidi","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Texas at San Antonio, San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Texas at San Antonio, San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052743179"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":3.5334,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.94225352,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"3","first_page":"389","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8001000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8001000285148621,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.6985999941825867,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.6394000053405762,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9322754144668579},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5772842764854431},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5174884796142578},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4351491630077362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4284818768501282},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3711400032043457},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35769328474998474},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10531318187713623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9322754144668579},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5772842764854431},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5174884796142578},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4351491630077362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4284818768501282},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3711400032043457},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35769328474998474},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10531318187713623},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10798587.2017.1329245","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10798587.2017.1329245","pdf_url":null,"source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/20595192","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Deep_learning_control_for_complex_and_large_scale_cloud_systems/20595192","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20595192","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Deep_learning_control_for_complex_and_large_scale_cloud_systems/20595192","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2383532021","https://openalex.org/W1596201972","https://openalex.org/W2160425906","https://openalex.org/W1485627940","https://openalex.org/W2046698369","https://openalex.org/W2152433827","https://openalex.org/W1986253068","https://openalex.org/W4312680855","https://openalex.org/W2385146268","https://openalex.org/W2739602535"],"abstract_inverted_index":{"Deep":[0,77],"learning":[1,28,33,78,105,113,130],"attempts":[2],"to":[3,17,88,93,111,124],"model":[4,94],"high":[5],"level":[6],"perceptions":[7],"in":[8,103,115],"data":[9,148],"using":[10],"deep":[11,32,112,129],"graph":[12],"representations":[13,20],"and":[14,35,44,51,60,65,95,98,107,132,138],"creating":[15],"models":[16],"learn":[18],"these":[19],"from":[21,150],"large-scale":[22],"unlabeled":[23],"signals.":[24],"Efficient":[25],"unsupervised":[26],"feature":[27],"is":[29,123],"extracted":[30],"by":[31,80],"algorithms":[34,106],"with":[36,54,68],"multiple":[37,42],"processing":[38],"layers,":[39],"composed":[40],"of":[41,57,62,120,128,145],"linear":[43],"non-linear":[45],"transformations.":[46],"Actual":[47],"systems":[48,67],"become":[49],"more":[50,52,73],"complex":[53,66,99],"huge":[55],"numbers":[56],"state":[58],"variables":[59],"control":[61,79,96,131],"such":[63],"large":[64],"chaotic":[69],"behavior,":[70],"which":[71],"needs":[72],"information":[74,86],"about":[75],"systems.":[76,100],"discovering":[81],"continoiusly":[82],"almost":[83],"all":[84],"possible":[85],"seems":[87],"be":[89],"a":[90],"reasonable":[91],"approach":[92],"largescale":[97],"Recent":[101],"advancements":[102],"machine":[104],"platforms":[108],"are":[109],"leading":[110],"controllers":[114],"real-time":[116],"applications.":[117],"The":[118],"goal":[119],"this":[121],"paper":[122],"describe":[125],"the":[126],"concept":[127],"explain":[133],"how":[134],"cloud":[135],"fog":[136],"computing":[137],"edge":[139],"analytics":[140],"could":[141],"handle":[142],"massive":[143],"amount":[144],"real":[146],"time":[147],"streams":[149],"Cyber":[151],"Physical":[152],"Systems":[153],"(CPS).":[154]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
