{"id":"https://openalex.org/W2914962567","doi":"https://doi.org/10.3233/jifs-179004","title":"Scalable hybrid and ensemble heuristics for economic virtual resource allocation in cloud and fog cyber-physical systems","display_name":"Scalable hybrid and ensemble heuristics for economic virtual resource allocation in cloud and fog cyber-physical systems","publication_year":2019,"publication_date":"2019-02-02","ids":{"openalex":"https://openalex.org/W2914962567","doi":"https://doi.org/10.3233/jifs-179004","mag":"2914962567"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179004","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179004","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy 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/A5011494448","display_name":"Saikishor Jangiti","orcid":"https://orcid.org/0000-0003-2748-7616"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saikishor Jangiti","raw_affiliation_strings":["Center for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072543514","display_name":"E. Sri Ram","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"E. Sri Ram","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036334864","display_name":"Logesh Ravi","orcid":"https://orcid.org/0000-0002-0034-4714"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Logesh Ravi","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070184918","display_name":"V. S. Shankar Sriram","orcid":"https://orcid.org/0000-0001-7870-7944"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"V.S. Shankar Sriram","raw_affiliation_strings":["Center for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Information Super Highway (CISH), School of Computing, SASTRA Deemed University, India","institution_ids":["https://openalex.org/I932239252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070184918"],"corresponding_institution_ids":["https://openalex.org/I932239252"],"apc_list":null,"apc_paid":null,"fwci":2.4682,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91062342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"5","first_page":"4519","last_page":"4529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9976000189781189,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9916999936103821,"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/cloud-computing","display_name":"Cloud computing","score":0.853001594543457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8138835430145264},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7397966980934143},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.700912356376648},{"id":"https://openalex.org/keywords/bin-packing-problem","display_name":"Bin packing problem","score":0.6395128965377808},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6316728591918945},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6266194581985474},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5969836711883545},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5396402478218079},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.23949086666107178},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20175346732139587},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14578354358673096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1279371976852417},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07670518755912781}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.853001594543457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8138835430145264},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7397966980934143},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.700912356376648},{"id":"https://openalex.org/C87219788","wikidata":"https://www.wikidata.org/wiki/Q814581","display_name":"Bin packing problem","level":3,"score":0.6395128965377808},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6316728591918945},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6266194581985474},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5969836711883545},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5396402478218079},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.23949086666107178},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20175346732139587},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14578354358673096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1279371976852417},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07670518755912781}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179004","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179004","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W597221597","https://openalex.org/W1814515812","https://openalex.org/W1967910577","https://openalex.org/W1989216112","https://openalex.org/W2038334542","https://openalex.org/W2081574853","https://openalex.org/W2146787480","https://openalex.org/W2148459868","https://openalex.org/W2164861775","https://openalex.org/W2284729906","https://openalex.org/W2400944063","https://openalex.org/W2407973494","https://openalex.org/W2501620299","https://openalex.org/W2531036941","https://openalex.org/W2541557612","https://openalex.org/W2555351825","https://openalex.org/W2593210725","https://openalex.org/W2795626015","https://openalex.org/W2810377373","https://openalex.org/W2885795373","https://openalex.org/W4230278915"],"related_works":["https://openalex.org/W2161940019","https://openalex.org/W2042730101","https://openalex.org/W2044180942","https://openalex.org/W3034800622","https://openalex.org/W1527172735","https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803"],"abstract_inverted_index":{"With":[0],"the":[1,15,55,70,94,130,138,149],"advent":[2],"of":[3,77,96,121],"cloud":[4,24,71],"computing,":[5],"a":[6,52,109,119],"cost-effective":[7],"and":[8,25,43,87,124,144],"reliable":[9],"choice":[10],"to":[11,103,128],"employ":[12],"IT":[13],"infrastructure,":[14],"cyber-physical":[16],"systems":[17],"(CPS)":[18],"are":[19,63,141],"transforming":[20],"into":[21,80],"loosely":[22],"coupled":[23],"fog":[26,40,61],"CPS.":[27],"The":[28,57,74,133],"sensor":[29],"information":[30],"from":[31,54],"physical":[32],"processes":[33],"at":[34],"CPS":[35],"is":[36,44],"continuously":[37],"processed":[38],"by":[39,60],"computing":[41],"nodes":[42],"forwarded":[45],"for":[46],"advanced":[47],"data":[48,72],"analytics":[49],"offered":[50],"as":[51,65,108],"service":[53],"cloud.":[56],"computation":[58],"offloaded":[59],"devices":[62],"initiated":[64],"Virtual":[66],"Machines":[67,83],"(VMs)":[68],"in":[69,146],"center.":[73],"effective":[75],"placement":[76],"these":[78],"VMs":[79],"minimum":[81],"Physical":[82],"(PMs)":[84],"involves":[85],"economic":[86],"environmental":[88],"issues.":[89],"Recent":[90],"research":[91,115],"works":[92],"signify":[93],"use":[95],"First-Fit":[97],"Decreasing":[98],"(FFD)":[99],"based":[100],"heuristic":[101,127],"techniques":[102],"address":[104],"this":[105,114],"NP-Hard":[106],"problem":[107],"vector":[110],"bin-packing":[111],"problem.":[112],"In":[113],"work,":[116],"we":[117],"present":[118],"set":[120],"hybrid":[122],"heuristics":[123,140],"an":[125],"ensemble":[126],"improve":[129],"solution":[131],"quality.":[132],"simulation":[134],"results":[135],"show":[136],"that":[137],"proposed":[139],"highly":[142],"scalable":[143],"economical":[145],"comparison":[147],"with":[148],"individual":[150],"heuristic-based":[151],"approaches.":[152]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}