{"id":"https://openalex.org/W7151011820","doi":"https://doi.org/10.1186/s13677-026-00873-x","title":"Energy-and-deadline-aware optimal resource management and task consolidation using a hybrid Adaptive Neuro-Fuzzy Inference System with binary Chaotic Jaya optimization for cloud-based systems","display_name":"Energy-and-deadline-aware optimal resource management and task consolidation using a hybrid Adaptive Neuro-Fuzzy Inference System with binary Chaotic Jaya optimization for cloud-based systems","publication_year":2026,"publication_date":"2026-04-06","ids":{"openalex":"https://openalex.org/W7151011820","doi":"https://doi.org/10.1186/s13677-026-00873-x"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-026-00873-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00873-x","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s13677-026-00873-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056078344","display_name":"Kodanda Dhar Naik","orcid":"https://orcid.org/0009-0005-7600-3333"},"institutions":[{"id":"https://openalex.org/I4210139271","display_name":"GIET University","ror":"https://ror.org/051f2wp73","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210139271"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kodanda Dhar Naik","raw_affiliation_strings":["Department of Computer Science and Engineering, Gandhi Institute of Engineering and Technology University, Gunupur, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Gandhi Institute of Engineering and Technology University, Gunupur, Odisha, India","institution_ids":["https://openalex.org/I4210139271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024754760","display_name":"Rasmita Panigrahi","orcid":"https://orcid.org/0000-0003-3980-7306"},"institutions":[{"id":"https://openalex.org/I4210139271","display_name":"GIET University","ror":"https://ror.org/051f2wp73","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210139271"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rasmita Panigrahi","raw_affiliation_strings":["Department of Computer Science and Engineering, Gandhi Institute of Engineering and Technology University, Gunupur, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Gandhi Institute of Engineering and Technology University, Gunupur, Odisha, India","institution_ids":["https://openalex.org/I4210139271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051031488","display_name":"Rashmi Ranjan Sahoo","orcid":"https://orcid.org/0000-0003-4826-8738"},"institutions":[{"id":"https://openalex.org/I2799452066","display_name":"Maharaja Engineering College","ror":"https://ror.org/034pbde03","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799452066","https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rashmi Ranjan Sahoo","raw_affiliation_strings":["Center of Excellence on Cyber Security and Cloud Computing, Department of Computer Science and Engineering, Parala Maharaja Engineering College (Govt. of Odisha), Berhampur, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence on Cyber Security and Cloud Computing, Department of Computer Science and Engineering, Parala Maharaja Engineering College (Govt. of Odisha), Berhampur, Odisha, India","institution_ids":["https://openalex.org/I2799452066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071356251","display_name":"Kaushik Mishra","orcid":"https://orcid.org/0000-0001-9499-0727"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kaushik Mishra","raw_affiliation_strings":["Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031951532","display_name":"Biswa Mohan Sahoo","orcid":"https://orcid.org/0000-0002-8368-107X"},"institutions":[{"id":"https://openalex.org/I8977528","display_name":"Dr. Hari Singh Gour University","ror":"https://ror.org/01xapxe37","country_code":"IN","type":"education","lineage":["https://openalex.org/I8977528"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Biswa Mohan Sahoo","raw_affiliation_strings":["Department of Computer Science and Engineering (AI & ML), Dayananda Sagar University, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering (AI & ML), Dayananda Sagar University, Bengaluru, India","institution_ids":["https://openalex.org/I8977528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065459326","display_name":"Arvind Dhaka","orcid":"https://orcid.org/0000-0003-1150-2690"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arvind Dhaka","raw_affiliation_strings":["Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, India","institution_ids":["https://openalex.org/I73779912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031951532"],"corresponding_institution_ids":["https://openalex.org/I8977528"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63013762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.8461999893188477,"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":0.8461999893188477,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.03720000013709068,"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/T14347","display_name":"Big Data and Digital Economy","score":0.029899999499320984,"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/cloud-computing","display_name":"Cloud computing","score":0.6955000162124634},{"id":"https://openalex.org/keywords/consolidation","display_name":"Consolidation (business)","score":0.5579000115394592},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5091999769210815},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4799000024795532},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.47609999775886536},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4487999975681305},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.43650001287460327},{"id":"https://openalex.org/keywords/human-resource-management-system","display_name":"Human resource management system","score":0.36550000309944153}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.751800000667572},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6955000162124634},{"id":"https://openalex.org/C2776014549","wikidata":"https://www.wikidata.org/wiki/Q3050847","display_name":"Consolidation (business)","level":2,"score":0.5579000115394592},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5092999935150146},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5091999769210815},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4799000024795532},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.47609999775886536},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4487999975681305},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.43650001287460327},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.374099999666214},{"id":"https://openalex.org/C176165272","wikidata":"https://www.wikidata.org/wiki/Q2072225","display_name":"Human resource management system","level":3,"score":0.36550000309944153},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.34630000591278076},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.34139999747276306},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.34119999408721924},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3375999927520752},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29660001397132874},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26339998841285706},{"id":"https://openalex.org/C149672232","wikidata":"https://www.wikidata.org/wiki/Q337048","display_name":"Adaptive optimization","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2531999945640564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-026-00873-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00873-x","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b795cc391719441eb77606b1f1feb59f","is_oa":true,"landing_page_url":"https://doaj.org/article/b795cc391719441eb77606b1f1feb59f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 15, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-026-00873-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00873-x","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5039868950843811}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1120107613","https://openalex.org/W1603445711","https://openalex.org/W1982900913","https://openalex.org/W1988696535","https://openalex.org/W1991474237","https://openalex.org/W2057392949","https://openalex.org/W2097025565","https://openalex.org/W2523702618","https://openalex.org/W2741500440","https://openalex.org/W2976431391","https://openalex.org/W2996625414","https://openalex.org/W3009846452","https://openalex.org/W3011330593","https://openalex.org/W3013173081","https://openalex.org/W3037590577","https://openalex.org/W3096308392","https://openalex.org/W3101675327","https://openalex.org/W3109833648","https://openalex.org/W3112008338","https://openalex.org/W3120254333","https://openalex.org/W3122326797","https://openalex.org/W3133983943","https://openalex.org/W3144050156","https://openalex.org/W3155999555","https://openalex.org/W3168201137","https://openalex.org/W3181591322","https://openalex.org/W3183014528","https://openalex.org/W3194980931","https://openalex.org/W3197335971","https://openalex.org/W3207509935","https://openalex.org/W3214405322","https://openalex.org/W4206163861","https://openalex.org/W4206840943","https://openalex.org/W4214634366","https://openalex.org/W4220769212","https://openalex.org/W4225674642","https://openalex.org/W4225781433","https://openalex.org/W4317436999","https://openalex.org/W4388485329","https://openalex.org/W4396853724","https://openalex.org/W4401567688","https://openalex.org/W4406479961","https://openalex.org/W4408100259","https://openalex.org/W4410809838","https://openalex.org/W7076052944"],"related_works":[],"abstract_inverted_index":{"The":[0,106],"swift":[1],"proliferation":[2],"of":[3,9,33,86,95],"internet-connected":[4],"gadgets":[5],"produces":[6],"vast":[7],"quantities":[8],"data":[10],"daily,":[11],"beyond":[12],"their":[13,51],"constrained":[14],"processing":[15,32],"and":[16,31,39,132],"storage":[17],"capacities.":[18],"Cloud":[19],"computing":[20],"has":[21],"evolved":[22],"as":[23],"a":[24,56,70,89],"viable":[25],"alternative":[26],"for":[27,102],"the":[28,83],"effective":[29],"management":[30,38],"unexpected":[34],"data.":[35],"Nonetheless,":[36],"resource":[37,104,122],"job":[40],"consolidation":[41,59],"in":[42,117,121,125,129,134],"cloud":[43,98],"systems":[44],"continue":[45],"to":[46,50,77,146],"pose":[47],"challenges":[48],"owing":[49],"complexity.":[52],"This":[53],"research":[54],"presents":[55],"hybrid":[57],"task":[58],"technique":[60,91],"that":[61],"integrates":[62],"an":[63],"Adaptive":[64],"Neuro-Fuzzy":[65],"Inference":[66],"System":[67],"(ANFIS)":[68],"with":[69],"Binary":[71],"Chaotic":[72],"Jaya":[73],"Optimization":[74],"(BCJO)":[75],"strategy":[76],"resolve":[78],"these":[79],"challenges.":[80],"BCJO":[81],"improves":[82],"control":[84],"parameters":[85],"ANFIS,":[87],"while":[88],"load-balancing":[90],"guarantees":[92],"equitable":[93],"allocation":[94],"workloads":[96],"among":[97],"Virtual":[99],"Machines":[100],"(VMs)":[101],"optimal":[103],"use.":[105],"algorithm":[107],"was":[108],"evaluated":[109],"using":[110],"real-world":[111],"datasets,":[112],"demonstrating":[113],"notable":[114],"enhancements:":[115],"26%":[116],"service":[118],"rate,":[119],"17%":[120],"usage,":[123],"16%":[124],"response":[126],"time,":[127],"5%":[128],"energy":[130],"efficiency,":[131],"23.4%":[133],"load":[135],"balancing.":[136],"Statistical":[137],"validation":[138],"utilizing":[139],"Holm\u2019s":[140],"test":[141],"affirmed":[142],"its":[143],"superiority":[144],"compared":[145],"previous":[147],"methodologies.":[148]},"counts_by_year":[],"updated_date":"2026-05-27T09:02:27.158192","created_date":"2026-04-07T00:00:00"}
