{"id":"https://openalex.org/W4416964591","doi":"https://doi.org/10.1109/icbats66542.2025.11258510","title":"AI-Driven Cloud Resource Optimization for Smart Cities","display_name":"AI-Driven Cloud Resource Optimization for Smart Cities","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4416964591","doi":"https://doi.org/10.1109/icbats66542.2025.11258510"},"language":"en","primary_location":{"id":"doi:10.1109/icbats66542.2025.11258510","doi":"https://doi.org/10.1109/icbats66542.2025.11258510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbats66542.2025.11258510","pdf_url":null,"source":{"id":"https://openalex.org/S4363608452","display_name":"International Conference on Business Analytics for Technology and Security (ICBATS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Business Analytics for Technology and Security (ICBATS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037528486","display_name":"Taher M. Ghazal","orcid":"https://orcid.org/0000-0003-0672-7924","observed_orcids":["https://orcid.org/0000-0003-0672-7924","https://orcid.org/0000-0002-5488-5233"]},"institutions":[{"id":"https://openalex.org/I104941359","display_name":"Al-Ahliyya Amman University","ror":"https://ror.org/00xddhq60","country_code":"JO","type":"education","lineage":["https://openalex.org/I104941359"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Taher M. Ghazal","raw_affiliation_strings":["Hourani Center for Applied Scientific Research, AlAhliyya Amman University,Department of Networks and Cybersecurity,Amman,Jordan,19111"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hourani Center for Applied Scientific Research, AlAhliyya Amman University,Department of Networks and Cybersecurity,Amman,Jordan,19111","institution_ids":["https://openalex.org/I104941359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117245570","display_name":"Amarender reddy Kommula","orcid":"https://orcid.org/0009-0005-5982-5423","observed_orcids":["https://orcid.org/0009-0005-5982-5423"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amarender Reddy Kommula","raw_affiliation_strings":["Mazoon College,Computer & Informatics Department,Muscat,Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mazoon College,Computer & Informatics Department,Muscat,Oman","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060263868","display_name":"Nidal A. Al-Dmour","orcid":"https://orcid.org/0000-0002-2898-3905","observed_orcids":["https://orcid.org/0000-0002-2898-3905"]},"institutions":[{"id":"https://openalex.org/I21173400","display_name":"Mutah University","ror":"https://ror.org/008g9ns82","country_code":"JO","type":"education","lineage":["https://openalex.org/I21173400"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nidal A. Al-Dmour","raw_affiliation_strings":["College of Engineering, Mutah University,Department of Computer Engineering,Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Mutah University,Department of Computer Engineering,Jordan","institution_ids":["https://openalex.org/I21173400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11479","display_name":"Smart Cities and Technologies","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-resource-optimization","display_name":"cloud resource optimization","score":0.6990000009536743},{"id":"https://openalex.org/keywords/smart-cities","display_name":"smart cities","score":0.9729999899864197},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"resource allocation","score":0.6729999780654907},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9769999980926514},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.9879999756813049},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9049999713897705},{"id":"https://openalex.org/keywords/energy-distribution","display_name":"energy distribution","score":0.6489999890327454},{"id":"https://openalex.org/keywords/traffic-management","display_name":"traffic management","score":0.9929999709129333},{"id":"https://openalex.org/keywords/public-safety","display_name":"public safety","score":0.9760000109672546},{"id":"https://openalex.org/keywords/edge-computing","display_name":"edge computing","score":0.7080000042915344},{"id":"https://openalex.org/keywords/latency-reduction","display_name":"latency reduction","score":0.9070000052452087},{"id":"https://openalex.org/keywords/cost-optimization","display_name":"cost optimization","score":0.9760000109672546},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.7820000052452087},{"id":"https://openalex.org/keywords/service-quality","display_name":"service quality","score":0.5529999732971191}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8314999938011169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6456000208854675},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5321999788284302},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5200999975204468},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4690999984741211},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4413999915122986},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.40880000591278076},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.37950000166893005},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3188000023365021},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.29010000824928284},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.27959999442100525},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27549999952316284},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C2983819522","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud service provider","level":4,"score":0.2623000144958496},{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.26170000433921814},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2549999952316284}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbats66542.2025.11258510","doi":"https://doi.org/10.1109/icbats66542.2025.11258510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbats66542.2025.11258510","pdf_url":null,"source":{"id":"https://openalex.org/S4363608452","display_name":"International Conference on Business Analytics for Technology and Security (ICBATS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 3rd International Conference on Business Analytics for Technology and Security (ICBATS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Sustainable cities and communities","score":0.7250000238418579,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Climate action","score":0.46149998903274536,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W3191408443","https://openalex.org/W4280563051","https://openalex.org/W4281558739","https://openalex.org/W4283397670","https://openalex.org/W4285173343","https://openalex.org/W4288367245","https://openalex.org/W4295920344","https://openalex.org/W4296884737","https://openalex.org/W4297035156","https://openalex.org/W4307238217","https://openalex.org/W4312910656","https://openalex.org/W4313640611","https://openalex.org/W4319778680","https://openalex.org/W4360831834","https://openalex.org/W4367856675","https://openalex.org/W4375843820","https://openalex.org/W4376605900","https://openalex.org/W4384382995","https://openalex.org/W4387940615","https://openalex.org/W4388141414","https://openalex.org/W4388845817","https://openalex.org/W4389670351","https://openalex.org/W4389795024","https://openalex.org/W4391283236","https://openalex.org/W4395447360","https://openalex.org/W4401677555","https://openalex.org/W4403614618","https://openalex.org/W4403705927","https://openalex.org/W4403905984","https://openalex.org/W4403938855","https://openalex.org/W4403941556","https://openalex.org/W4404186213","https://openalex.org/W4404201366","https://openalex.org/W4404201385","https://openalex.org/W4404201390","https://openalex.org/W4404201396","https://openalex.org/W4404201401","https://openalex.org/W4404228668","https://openalex.org/W4404565212","https://openalex.org/W4404883101","https://openalex.org/W4404912730","https://openalex.org/W4405008648","https://openalex.org/W4405730128","https://openalex.org/W4405759755","https://openalex.org/W4406024072","https://openalex.org/W4406195331","https://openalex.org/W4406219481"],"related_works":["https://openalex.org/W7133526676","https://openalex.org/W4403565244","https://openalex.org/W7161702687","https://openalex.org/W4407687688","https://openalex.org/W7164050002","https://openalex.org/W4417504283","https://openalex.org/W7171193133","https://openalex.org/W7139078389","https://openalex.org/W7140870250","https://openalex.org/W6893159149"],"abstract_inverted_index":{"The":[0,154],"fast-paced":[1],"advent":[2],"of":[3,10,28,36,56,66,74,81,104,141,148,156,169],"smart":[4,44,82,183],"cities":[5],"is":[6],"generating":[7],"enormous":[8],"volumes":[9],"data,":[11],"thus":[12],"necessitating":[13],"good":[14],"cloud":[15,42,172],"resource":[16,38,129],"management":[17],"for":[18,151,182],"the":[19,26,41,64,67,72,79,99,109,116,120,139,146,157,171],"various":[20],"urban":[21],"applications.":[22],"This":[23],"paper":[24],"discusses":[25],"use":[27],"Artificial":[29],"Intelligence":[30],"(AI)":[31],"techniques":[32,55],"as":[33,86,138,159,161],"a":[34,95,175],"means":[35],"optimizing":[37],"allocation":[39],"in":[40,43,76,94,123],"cities,":[45],"making":[46],"it":[47],"efficient,":[48],"scalable,":[49],"and":[50,61,91,101,128,145,179],"sustainable.":[51],"By":[52],"using":[53],"AI-driven":[54],"reinforcement":[57],"learning,":[58,63],"predictive":[59],"analytics,":[60],"deep":[62],"framework":[65],"work":[68,164],"can":[69],"automatically":[70],"change":[71],"amount":[73],"resources":[75],"response":[77],"to":[78,114],"variables":[80],"city":[83],"applications,":[84],"such":[85,137],"energy":[87,126],"distribution,":[88],"traffic":[89],"management,":[90],"public":[92],"safety,":[93],"manner":[96],"that":[97],"ensures":[98],"efficient":[100],"timely":[102],"delivery":[103],"these":[105],"services.":[106],"In":[107],"particular,":[108],"study":[110,158],"uses":[111],"real-world":[112],"data":[113],"evaluate":[115],"framework,":[117],"thereby":[118],"demonstrating":[119],"notable":[121],"improvements":[122],"service":[124],"quality,":[125],"efficiency,":[127],"utilization.":[130],"Furthermore,":[131],"this":[132,162],"research":[133,163],"looks":[134],"at":[135],"issues":[136],"minimization":[140],"latency,":[142],"cost":[143],"optimization,":[144],"inclusion":[147],"edge":[149],"computing":[150],"local":[152],"decision-making.":[153],"findings":[155],"well":[160],"indicate":[165],"that$\\mathbf{A":[166],"I}$is":[167],"capable":[168],"changing":[170],"infrastructure":[173],"into":[174],"more":[176],"adaptive,":[177],"intelligent,":[178],"ecofriendly":[180],"source":[181],"cities.":[184]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-12-03T00:00:00"}