{"id":"https://openalex.org/W2294551910","doi":"https://doi.org/10.1109/tcc.2015.2437231","title":"Recent advances in autonomic provisioning of big data applications on clouds","display_name":"Recent advances in autonomic provisioning of big data applications on clouds","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W2294551910","doi":"https://doi.org/10.1109/tcc.2015.2437231","mag":"2294551910"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2015.2437231","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcc.2015.2437231","pdf_url":"https://ieeexplore.ieee.org/ielx7/6245519/7118805/07118807.pdf","source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Transactions on Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6245519/7118805/07118807.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072670483","display_name":"Rajiv Ranjan","orcid":"https://orcid.org/0000-0002-6610-1328"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajiv Ranjan","raw_affiliation_strings":["Digital Productivity Flagship CSIRO, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Productivity Flagship CSIRO, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009116003","display_name":"Lizhe Wang","orcid":"https://orcid.org/0000-0003-2766-0845"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhe Wang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015993565","display_name":"Albert Y. Zomaya","orcid":"https://orcid.org/0000-0002-3090-1059"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Albert Y. Zomaya","raw_affiliation_strings":["School of Information Technologies, The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technologies, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043216071","display_name":"Dimitrios Georgakopoulos","orcid":"https://orcid.org/0000-0001-7880-2140"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dimitrios Georgakopoulos","raw_affiliation_strings":["RMIT University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057665558","display_name":"Xian\u2010He Sun","orcid":"https://orcid.org/0000-0002-1093-0792"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xian-He Sun","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107946501","display_name":"Guojun Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guojun Wang","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, Hunan Province, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, Hunan Province, P.R. China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.2532,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9850844,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"2","first_page":"101","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9977999925613403,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.996999979019165,"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/provisioning","display_name":"Provisioning","score":0.9004164934158325},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8108229041099548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.766232967376709},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7432975769042969},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6305282711982727},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5162603855133057},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32672107219696045},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30501866340637207},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.159677654504776},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15272733569145203}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.9004164934158325},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8108229041099548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766232967376709},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7432975769042969},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6305282711982727},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5162603855133057},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32672107219696045},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30501866340637207},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.159677654504776},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15272733569145203}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcc.2015.2437231","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcc.2015.2437231","pdf_url":"https://ieeexplore.ieee.org/ielx7/6245519/7118805/07118807.pdf","source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Transactions on Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:d235bf44-6537-4c23-8da3-4460d37e4eb7/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/434769","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cloud Computing, Vol. 3, no. 2 (Apr 2015), pp. 101-104","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tcc.2015.2437231","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tcc.2015.2437231","pdf_url":"https://ieeexplore.ieee.org/ielx7/6245519/7118805/07118807.pdf","source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Transactions on Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2294551910.pdf","grobid_xml":"https://content.openalex.org/works/W2294551910.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2076507624","https://openalex.org/W2129753516","https://openalex.org/W2285144687","https://openalex.org/W2309602808","https://openalex.org/W2475567504","https://openalex.org/W6696105951","https://openalex.org/W6698473140"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340","https://openalex.org/W2056316847"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"assembles":[2],"large":[3],"networks":[4],"of":[5,41,102,126,133,150],"virtualised":[6],"ICT":[7],"services":[8],"such":[9],"as":[10,14,22],"hardware":[11],"resources":[12,20,104],"(such":[13,21],"CPU,":[15],"storage,":[16],"and":[17,26,29,44,48,67,96,121,128],"network),":[18],"software":[19],"databases,":[23],"application":[24],"servers,":[25],"web":[27],"servers)":[28],"applications.":[30],"Big":[31,50,106,112,151],"Data":[32,51,107,113,152],"applications":[33,52,114],"have":[34,88],"become":[35],"a":[36],"common":[37],"phenomenon":[38],"in":[39,91,147],"domain":[40],"science,":[42],"engineering,":[43],"commerce.":[45],"Large-scale,":[46],"heterogeneous,":[47],"uncertain":[49],"are":[53,160],"becoming":[54],"increasingly":[55],"common,":[56],"yet":[57],"current":[58],"cloud":[59,103],"resource":[60],"provisioning":[61,101],"methods":[62],"do":[63,69],"not":[64],"scale":[65],"well":[66,72],"nor":[68],"they":[70],"perform":[71],"under":[73],"highly":[74],"unpredictable":[75,134],"conditions":[76],"(data":[77],"volume,":[78],"data":[79,81],"variety,":[80],"arrival":[82],"rate,":[83],"etc.).":[84],"Much":[85],"research":[86,139],"effort":[87],"been":[89],"paid":[90],"the":[92,137],"fundamental":[93],"understanding,":[94],"technologies,":[95],"concepts":[97],"related":[98],"to":[99,109],"autonomic":[100],"for":[105],"applications,":[108],"make":[110],"cloud-hosted":[111],"operate":[115],"more":[116],"efficiently,":[117],"with":[118],"reduced":[119,124],"financial":[120],"environmental":[122],"costs,":[123],"under-utilisation":[125],"resources,":[127],"better":[129],"performance":[130],"at":[131],"times":[132],"workload.":[135],"Targeting":[136],"aforementioned":[138],"challenges,":[140],"this":[141],"special":[142,157],"issue":[143,158],"compiles":[144],"recent":[145],"advances":[146],"Autonomic":[148],"Provisioning":[149],"Applications":[153],"on":[154],"Clouds.":[155],"The":[156],"articles":[159],"briefly":[161],"summarized.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2016-06-24T00:00:00"}