{"id":"https://openalex.org/W4407025235","doi":"https://doi.org/10.1109/jiot.2025.3537111","title":"EcoCloud: Green Computing Through Energy and Carbon Efficient Task Scheduling in Industrial IoT-Enabled Cloud Environments","display_name":"EcoCloud: Green Computing Through Energy and Carbon Efficient Task Scheduling in Industrial IoT-Enabled Cloud Environments","publication_year":2025,"publication_date":"2025-01-31","ids":{"openalex":"https://openalex.org/W4407025235","doi":"https://doi.org/10.1109/jiot.2025.3537111"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3537111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3537111","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5075518851","display_name":"\u00dcmit Demirbaga","orcid":"https://orcid.org/0000-0001-5159-0723"},"institutions":[{"id":"https://openalex.org/I254571519","display_name":"Bartin University","ror":"https://ror.org/03te4vd35","country_code":"TR","type":"education","lineage":["https://openalex.org/I254571519"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Umit Demirbaga","raw_affiliation_strings":["Department of Computer Engineering, Bartin University, Bartin, T&#x00FC;rkiye","Bartin University, T&#x00FC;rkiye"],"raw_orcid":"https://orcid.org/0000-0001-5159-0723","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Bartin University, Bartin, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I254571519"]},{"raw_affiliation_string":"Bartin University, T&#x00FC;rkiye","institution_ids":["https://openalex.org/I254571519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075518851"],"corresponding_institution_ids":["https://openalex.org/I254571519"],"apc_list":null,"apc_paid":null,"fwci":9.3886,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97782054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":"17","first_page":"34644","last_page":"34652"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9947999715805054,"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":0.9947999715805054,"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":0.9898999929428101,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9142000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8229144811630249},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7878597974777222},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.6027837991714478},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5977915525436401},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5245354771614075},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5175573229789734},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5039107203483582},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42389047145843506},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.25157588720321655},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11216706037521362},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08094608783721924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8229144811630249},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7878597974777222},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.6027837991714478},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5977915525436401},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5245354771614075},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5175573229789734},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5039107203483582},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42389047145843506},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25157588720321655},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11216706037521362},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08094608783721924},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3537111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3537111","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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":20,"referenced_works":["https://openalex.org/W1415888965","https://openalex.org/W1981470874","https://openalex.org/W1997467457","https://openalex.org/W2148459868","https://openalex.org/W2616101974","https://openalex.org/W2764299998","https://openalex.org/W2963183127","https://openalex.org/W2995370638","https://openalex.org/W3003398380","https://openalex.org/W3013394726","https://openalex.org/W3122916864","https://openalex.org/W3155879136","https://openalex.org/W4292083457","https://openalex.org/W4293193737","https://openalex.org/W4380028452","https://openalex.org/W4382281941","https://openalex.org/W4388240496","https://openalex.org/W4393115628","https://openalex.org/W4394910797","https://openalex.org/W4396700136"],"related_works":["https://openalex.org/W4385766194","https://openalex.org/W2893524301","https://openalex.org/W4312337238","https://openalex.org/W4365143464","https://openalex.org/W2787000943","https://openalex.org/W2774665406","https://openalex.org/W3163299133","https://openalex.org/W4281251238","https://openalex.org/W4223488648","https://openalex.org/W2533944883"],"abstract_inverted_index":{"Integrating":[0],"advanced":[1],"artificial":[2],"intelligence":[3],"(AI),":[4],"the":[5,15,106],"Internet":[6],"of":[7,18],"Things":[8],"(IoT)":[9],"and":[10,25,40,64,112,122,139],"cutting-edge":[11],"cloud":[12,70,82],"computing":[13],"epitomizes":[14],"transformative":[16],"potential":[17],"Industry":[19],"5.0":[20],"technologies,":[21],"enabling":[22],"unprecedented":[23],"automation":[24],"efficiency.":[26],"However,":[27],"this":[28],"technological":[29],"surge":[30],"also":[31],"brings":[32],"serious":[33],"environmental":[34],"challenges,":[35],"significantly":[36,131],"increasing":[37],"energy":[38,63,93,120,137],"consumption":[39,88,111,138],"carbon":[41,65,124],"emissions.":[42,125],"This":[43],"article":[44],"introduces":[45],"EcoCloud,":[46],"a":[47,91,97,104],"robust":[48],"task":[49],"scheduling":[50,134],"mechanism":[51],"based":[52],"on":[53,77],"ant":[54],"colony":[55],"optimization":[56],"(ACO)":[57],"principles":[58],"that":[59,129],"aims":[60],"to":[61,115,118],"improve":[62],"efficiency":[66],"in":[67,80],"Industrial":[68],"IoT-enabled":[69],"environments.":[71],"EcoCloud":[72,130],"dynamically":[73],"schedules":[74],"MapReduce":[75],"jobs":[76],"Hadoop":[78],"clusters":[79],"IoT-based":[81],"systems":[83],"by":[84],"leveraging":[85],"real-time":[86],"resource":[87],"metrics":[89],"through":[90],"comprehensive":[92],"model":[94,107],"deployed":[95],"via":[96],"multilayer":[98],"perceptron":[99],"(MLP)":[100],"neural":[101],"network.":[102],"As":[103],"result,":[105],"accurately":[108],"predicts":[109],"power":[110],"distributes":[113],"workloads":[114],"underutilized":[116],"nodes":[117],"optimize":[119],"usage":[121],"reduce":[123],"Extensive":[126],"evaluations":[127],"show":[128],"outperforms":[132],"traditional":[133],"methods,":[135],"improving":[136],"overall":[140],"system":[141],"performance.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
