{"id":"https://openalex.org/W2088950591","doi":"https://doi.org/10.1007/s11280-014-0319-8","title":"User-side QoS forecasting and management of cloud services","display_name":"User-side QoS forecasting and management of cloud services","publication_year":2015,"publication_date":"2015-02-02","ids":{"openalex":"https://openalex.org/W2088950591","doi":"https://doi.org/10.1007/s11280-014-0319-8","mag":"2088950591"},"language":"en","primary_location":{"id":"doi:10.1007/s11280-014-0319-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11280-014-0319-8","pdf_url":null,"source":{"id":"https://openalex.org/S129236917","display_name":"World Wide Web","issn_l":"1386-145X","issn":["1386-145X","1573-1413"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Wide Web","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://hdl.handle.net/10072/423900","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036364349","display_name":"Zia ur Rehman","orcid":"https://orcid.org/0000-0001-5836-0488"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zia ur Rehman","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information Technology (CIIT), Abbottabad, 22044, Pakistan","Department of Computer Science, COMSATS Institute of Information Technology (CIIT), Abbottabad, Pakistan 22044#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information Technology (CIIT), Abbottabad, 22044, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information Technology (CIIT), Abbottabad, Pakistan 22044#TAB#","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048583478","display_name":"Omar Khadeer Hussain","orcid":"https://orcid.org/0000-0002-5738-6560"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I40053085","display_name":"Australian Defence Force Academy","ror":"https://ror.org/02j5s7g39","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I40053085","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Omar Khadeer Hussain","raw_affiliation_strings":["School of Business, University of New South Wales, ADFA, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, University of New South Wales, ADFA, Canberra, Australia","institution_ids":["https://openalex.org/I31746571","https://openalex.org/I40053085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041615708","display_name":"Farookh Khadeer Hussain","orcid":"https://orcid.org/0000-0003-1513-8072"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210096034","display_name":"Centre for Quantum Computation and Communication Technology","ror":"https://ror.org/00rnbty21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210096034","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Farookh Khadeer Hussain","raw_affiliation_strings":["Decision Support and e-Service Intelligence Laboratory, Quantum Computation and Intelligent Systems Laboratory, School of Software, University of Technology, Sydney, Sydney, NSW, Australia","Decision Support and e-Service Intelligence Laboratory, Quantum Computation and Intelligent Systems Laboratory, School of Software, University of Technology, Sydney, Sydney, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decision Support and e-Service Intelligence Laboratory, Quantum Computation and Intelligent Systems Laboratory, School of Software, University of Technology, Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I4210096034"]},{"raw_affiliation_string":"Decision Support and e-Service Intelligence Laboratory, Quantum Computation and Intelligent Systems Laboratory, School of Software, University of Technology, Sydney, Sydney, Australia#TAB#","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031465905","display_name":"Elizabeth Chang","orcid":"https://orcid.org/0000-0002-4439-1854"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I40053085","display_name":"Australian Defence Force Academy","ror":"https://ror.org/02j5s7g39","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I40053085","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Elizabeth Chang","raw_affiliation_strings":["School of Business, University of New South Wales, ADFA, Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, University of New South Wales, ADFA, Canberra, Australia","institution_ids":["https://openalex.org/I31746571","https://openalex.org/I40053085"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049421085","display_name":"Tharam S. Dillon","orcid":"https://orcid.org/0000-0002-7527-129X"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tharam Dillon","raw_affiliation_strings":["Department of Computer Science and Computer Engineering, La Trobe University, Melbourne, Australia","Department of Computer Science and Computer Engineering; La Trobe University; Melbourne; Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Computer Engineering, La Trobe University, Melbourne, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"Department of Computer Science and Computer Engineering; La Trobe University; Melbourne; Australia","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041615708","https://openalex.org/A5048583478"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I31746571","https://openalex.org/I40053085","https://openalex.org/I4210096034"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":10.938,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97958978,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"18","issue":"6","first_page":"1677","last_page":"1716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9962999820709229,"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":0.9962999820709229,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.93107670545578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8145277500152588},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.7041946649551392},{"id":"https://openalex.org/keywords/mobile-qos","display_name":"Mobile QoS","score":0.6658526659011841},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5967448353767395},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.5822465419769287},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5613808035850525},{"id":"https://openalex.org/keywords/cloud-testing","display_name":"Cloud testing","score":0.552360475063324},{"id":"https://openalex.org/keywords/software-as-a-service","display_name":"Software as a service","score":0.5522364377975464},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5214576125144958},{"id":"https://openalex.org/keywords/services-computing","display_name":"Services computing","score":0.4514462351799011},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4383707344532013},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.365825891494751},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3297255039215088},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2920985221862793},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27855512499809265},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.17117995023727417},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15093210339546204},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1118611991405487},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08678212761878967}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.93107670545578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145277500152588},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7041946649551392},{"id":"https://openalex.org/C169761439","wikidata":"https://www.wikidata.org/wiki/Q6886951","display_name":"Mobile QoS","level":4,"score":0.6658526659011841},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5967448353767395},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.5822465419769287},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5613808035850525},{"id":"https://openalex.org/C120115606","wikidata":"https://www.wikidata.org/wiki/Q5135723","display_name":"Cloud testing","level":4,"score":0.552360475063324},{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.5522364377975464},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5214576125144958},{"id":"https://openalex.org/C542858634","wikidata":"https://www.wikidata.org/wiki/Q7455845","display_name":"Services computing","level":3,"score":0.4514462351799011},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4383707344532013},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.365825891494751},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3297255039215088},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2920985221862793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27855512499809265},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.17117995023727417},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15093210339546204},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1118611991405487},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08678212761878967},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11280-014-0319-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11280-014-0319-8","pdf_url":null,"source":{"id":"https://openalex.org/S129236917","display_name":"World Wide Web","issn_l":"1386-145X","issn":["1386-145X","1573-1413"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"World Wide Web","raw_type":"journal-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/423900","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/423900","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/423900","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/423900","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W638887343","https://openalex.org/W1504417992","https://openalex.org/W1819564595","https://openalex.org/W1911635540","https://openalex.org/W1975994995","https://openalex.org/W1980596633","https://openalex.org/W1983971157","https://openalex.org/W1984012539","https://openalex.org/W1985453523","https://openalex.org/W1990253300","https://openalex.org/W2005133256","https://openalex.org/W2005865975","https://openalex.org/W2009588584","https://openalex.org/W2016210396","https://openalex.org/W2035823814","https://openalex.org/W2037386159","https://openalex.org/W2048665112","https://openalex.org/W2055912193","https://openalex.org/W2069729888","https://openalex.org/W2070382733","https://openalex.org/W2074070386","https://openalex.org/W2083736518","https://openalex.org/W2085866051","https://openalex.org/W2098148222","https://openalex.org/W2113283371","https://openalex.org/W2116512828","https://openalex.org/W2116629381","https://openalex.org/W2132782512","https://openalex.org/W2134560790","https://openalex.org/W2137643484","https://openalex.org/W2142431032","https://openalex.org/W2157342211","https://openalex.org/W2158092718","https://openalex.org/W2162174678","https://openalex.org/W2167036165","https://openalex.org/W2168112441","https://openalex.org/W2313953460","https://openalex.org/W2477834368","https://openalex.org/W2569378140","https://openalex.org/W4229629293","https://openalex.org/W4230410911","https://openalex.org/W4230644069"],"related_works":["https://openalex.org/W191275436","https://openalex.org/W2542495494","https://openalex.org/W2409441304","https://openalex.org/W4225497408","https://openalex.org/W3211340085","https://openalex.org/W3041222079","https://openalex.org/W2114703322","https://openalex.org/W2539195702","https://openalex.org/W2131472063","https://openalex.org/W1572994579"],"abstract_inverted_index":{"Cloud":[0],"computing":[1,5,42,61,103],"is":[2,67,98,126,132,149],"a":[3,46,127],"new":[4],"paradigm":[6],"in":[7,101],"which":[8,81,148],"virtualized":[9,41],"hardware":[10,94],"and":[11,95,115,136,159,171],"software":[12],"resources":[13,80],"are":[14,83,124,182],"provided":[15],"to":[16,34,76,106,169],"the":[17,20,31,54,70,79,90,99,117,120,138,141,145,161,174,179],"users":[18,33,71,168],"over":[19,53],"Internet":[21,55],"as":[22,50,72,97],"services":[23,52],"with":[24],"pay-as-you-go":[25],"like":[26],"pricing":[27],"mechanisms.":[28],"This":[29,66,131],"enables":[30,167],"cloud":[32,47,51,121,142,175],"fulfil":[35],"their":[36,64,111,185],"IT":[37],"requirements":[38],"by":[39,151],"using":[40,85],"resources,":[43],"located":[44],"at":[45,144,184],"service":[48,122,143,152,176],"provider,":[49],"instead":[56],"of":[57,63,93,119,140,163],"establishing":[58],"an":[59,164],"in-house":[60],"infrastructure":[62],"own.":[65],"beneficial":[68],"for":[69,78,89],"they":[73,82,123,181],"only":[74],"have":[75],"pay":[77],"actually":[84],"rather":[86],"than":[87],"paying":[88],"entire":[91],"cost":[92],"software,":[96],"case":[100],"other":[102],"paradigms.":[104],"However,":[105],"ensure":[107],"that":[108,166],"users\u2019":[109],"achieve":[110],"required":[112],"outcomes,":[113],"monitoring":[114,135],"managing":[116,137],"QoS":[118,139,180],"receiving":[125,183],"very":[128],"important":[129],"aspect.":[130],"different":[133],"from":[134],"platform":[146],"side":[147],"done":[150],"providers.":[153],"In":[154],"this":[155],"paper,":[156],"we":[157],"propose":[158],"demonstrate":[160],"working":[162],"approach":[165],"forecast":[170],"appropriately":[172],"manage":[173],"based":[177],"on":[178],"end.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
