{"id":"https://openalex.org/W4390978217","doi":"https://doi.org/10.1002/dac.5689","title":"Efficient task scheduling in cloud networks using ANN for green computing","display_name":"Efficient task scheduling in cloud networks using ANN for green computing","publication_year":2024,"publication_date":"2024-01-18","ids":{"openalex":"https://openalex.org/W4390978217","doi":"https://doi.org/10.1002/dac.5689"},"language":"en","primary_location":{"id":"doi:10.1002/dac.5689","is_oa":false,"landing_page_url":"https://doi.org/10.1002/dac.5689","pdf_url":null,"source":{"id":"https://openalex.org/S175310385","display_name":"International Journal of Communication Systems","issn_l":"1074-5351","issn":["1074-5351","1099-1131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Communication Systems","raw_type":"journal-article"},"type":"article","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/A5046298167","display_name":"Hadi Zavieh","orcid":"https://orcid.org/0000-0002-4955-8924"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hadi Zavieh","raw_affiliation_strings":["School of Economics and Statistics Guangzhou University  Guangzhou China","School of Economics and Statistics, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Statistics Guangzhou University  Guangzhou China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Economics and Statistics, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028120551","display_name":"Amir Javadpour","orcid":"https://orcid.org/0000-0002-4932-1660"},"institutions":[{"id":"https://openalex.org/I192341844","display_name":"Polytechnic Institute of Viana do Castelo","ror":"https://ror.org/03w6kry90","country_code":"PT","type":"education","lineage":["https://openalex.org/I192341844"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN","PT"],"is_corresponding":true,"raw_author_name":"Amir Javadpour","raw_affiliation_strings":["ADiT\u2010Lab, Electrotechnics and Telecommunications Department Instituto Polit\u00e9cnico de Viana do Castelo  Porto Portugal","Department of Computer Science and Technology (Cyberspace Security) Harbin Institute of Technology  Shenzhen China","Department of Computer Science and Technology (Cyberspace Security), Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADiT\u2010Lab, Electrotechnics and Telecommunications Department Instituto Polit\u00e9cnico de Viana do Castelo  Porto Portugal","institution_ids":["https://openalex.org/I192341844"]},{"raw_affiliation_string":"Department of Computer Science and Technology (Cyberspace Security) Harbin Institute of Technology  Shenzhen China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Department of Computer Science and Technology (Cyberspace Security), Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072241102","display_name":"Arun Kumar Sangaiah","orcid":"https://orcid.org/0000-0002-0229-2460"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Arun Kumar Sangaiah","raw_affiliation_strings":["International Graduate Institute of AI National Yunlin University of Science and Technology  Douliu Taiwan","International Graduate Institute of AI, National Yunlin University of Science and Technology, Douliu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Graduate Institute of AI National Yunlin University of Science and Technology  Douliu Taiwan","institution_ids":["https://openalex.org/I75357094"]},{"raw_affiliation_string":"International Graduate Institute of AI, National Yunlin University of Science and Technology, Douliu, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028120551","https://openalex.org/A5072241102"],"corresponding_institution_ids":["https://openalex.org/I192341844","https://openalex.org/I204983213","https://openalex.org/I75357094"],"apc_list":{"value":2760,"currency":"USD","value_usd":2760},"apc_paid":null,"fwci":2.7097,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89813486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"37","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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/T11478","display_name":"Caching and Content Delivery","score":0.9861999750137329,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8806482553482056},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7919278144836426},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.6876166462898254},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.574043869972229},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5448411107063293},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5396450161933899},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5356212854385376},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5117194652557373},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.45324671268463135},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4451198875904083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32350489497184753},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1558116376399994},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11882606148719788},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.11357364058494568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8806482553482056},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7919278144836426},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.6876166462898254},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.574043869972229},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5448411107063293},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5396450161933899},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5356212854385376},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5117194652557373},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.45324671268463135},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4451198875904083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32350489497184753},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1558116376399994},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11882606148719788},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11357364058494568},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/dac.5689","is_oa":false,"landing_page_url":"https://doi.org/10.1002/dac.5689","pdf_url":null,"source":{"id":"https://openalex.org/S175310385","display_name":"International Journal of Communication Systems","issn_l":"1074-5351","issn":["1074-5351","1099-1131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Communication Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1990056308","https://openalex.org/W2188654819","https://openalex.org/W2266248102","https://openalex.org/W2600965201","https://openalex.org/W2792637407","https://openalex.org/W2977766889","https://openalex.org/W3000098325","https://openalex.org/W3003672536","https://openalex.org/W3014176914","https://openalex.org/W3059506646","https://openalex.org/W3097250214","https://openalex.org/W3101102032","https://openalex.org/W3112008338","https://openalex.org/W3133776890","https://openalex.org/W3197335971","https://openalex.org/W4205703019","https://openalex.org/W4220895143","https://openalex.org/W4307984676","https://openalex.org/W4362554202"],"related_works":["https://openalex.org/W4253189047","https://openalex.org/W2756057112","https://openalex.org/W1487194120","https://openalex.org/W2771540904","https://openalex.org/W2999222151","https://openalex.org/W4249307902","https://openalex.org/W179829755","https://openalex.org/W2904278394","https://openalex.org/W1986506768","https://openalex.org/W2081086020"],"abstract_inverted_index":{"Summary":[0],"Recently,":[1],"there":[2],"has":[3],"been":[4],"a":[5,47,80],"growing":[6],"emphasis":[7],"on":[8],"reducingenergy":[9],"consumption":[10],"in":[11,71,110,128,139],"cloud":[12,72,168],"networks":[13],"and":[14,22,34,79,87,108,114,136,150,174,188,198],"achieving":[15],"green":[16,69,192],"computing":[17,70,169,177,193],"practices":[18],"toaddress":[19],"environmental":[20],"concerns":[21],"optimize":[23,166],"resource":[24],"utilization.":[25,94],"In":[26],"thiscontext,":[27],"efficient":[28,184],"task":[29,43,185,205],"scheduling":[30],"minimizes":[31],"energy":[32,93,113],"usage":[33],"enhances":[35],"overallsystem":[36],"performance.":[37],"To":[38],"tackle":[39],"the":[40,76,99,129,140,143,153],"challenge":[41],"ofenergy\u2010efficient":[42],"allocation,":[44],"we":[45],"propose":[46],"novel":[48],"approach":[49,182],"that":[50],"harnessesthe":[51],"power":[52,115],"of":[53,101,112,124,147],"Artificial":[54,59],"Neural":[55],"Networks":[56],"(ANN).":[57],"Our":[58],"neural":[60],"network":[61],"Dynamic":[62],"Balancing":[63],"(ANNDB)":[64],"method":[65,120,144],"is":[66],"designed":[67],"toachieve":[68],"environments.":[73],"ANNDB":[74,102,119],"leverages":[75],"feed\u2010forwardnetwork":[77],"architecture":[78],"multi\u2010layer":[81],"perceptron,":[82],"effectively":[83],"allocatingrequests":[84],"to":[85,133,191],"higher\u2010power":[86],"higher\u2010quality":[88],"virtual":[89],"machines,":[90],"resulting":[91],"inoptimized":[92],"Through":[95],"extensive":[96],"simulations,":[97],"wedemonstrate":[98],"superiority":[100],"over":[103,152],"existing":[104],"methods,":[105],"including":[106],"WPEG,IRMBBC,":[107],"BEMEC,":[109],"terms":[111],"efficiency.":[116],"Specifically,":[117],"ourproposed":[118],"exhibits":[121],"substantial":[122],"improvements":[123],"13.81%,":[125],"8.62%,":[126],"and9.74%":[127],"Energy":[130],"criterion":[131],"compared":[132],"WPEG,":[134],"IRMBBC,":[135],"BEMEC,respectively.":[137],"Additionally,":[138],"Power":[141],"criterion,":[142],"achievesperformance":[145],"enhancements":[146],"3.93%,":[148],"4.84%,":[149],"4.19%":[151],"mentioned":[154],"methods.The":[155],"findings":[156],"from":[157],"this":[158],"research":[159],"hold":[160],"significant":[161],"promise":[162],"for":[163,183],"organizations":[164],"seekingto":[165],"their":[167],"environments":[170],"while":[171],"reducing":[172],"energyconsumption":[173],"promoting":[175],"sustainable":[176],"practices.":[178],"By":[179],"adopting":[180],"theANNDB":[181],"scheduling,":[186],"businesses":[187],"institutions":[189],"cancontribute":[190],"efforts,":[194],"reduce":[195],"operational":[196],"costs,":[197],"make":[199],"moreenvironmentally":[200],"friendly":[201],"choices":[202],"without":[203],"compromising":[204],"allocationperformance.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}