{"id":"https://openalex.org/W2144776482","doi":"https://doi.org/10.1109/jsac.2013.sup2.1213008","title":"Dynamic Service Placement in Geographically Distributed Clouds","display_name":"Dynamic Service Placement in Geographically Distributed Clouds","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2144776482","doi":"https://doi.org/10.1109/jsac.2013.sup2.1213008","mag":"2144776482"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2013.sup2.1213008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2013.sup2.1213008","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5100360194","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0001-5303-9804"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Canada","David R. Cheriton School of Computer Science, University of Waterloo Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo Waterloo, ON, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081500464","display_name":"Quanyan Zhu","orcid":"https://orcid.org/0000-0002-0008-2953"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quanyan Zhu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, USA","Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020409476","display_name":"Mohamed Faten Zhani","orcid":"https://orcid.org/0000-0001-9511-346X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Faten Zhani","raw_affiliation_strings":["David R. Cheriton School of Computer Science, University of Waterloo, Canada","David R. Cheriton School of Computer Science, University of Waterloo Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"David R. Cheriton School of Computer Science, University of Waterloo Waterloo, ON, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038723583","display_name":"Raouf Boutaba","orcid":"https://orcid.org/0000-0001-7936-6862"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Raouf Boutaba","raw_affiliation_strings":["Division of IT Convergence Engineering, Pohang University of Science and Technology, Pohang, Korea","Div. of IT Convergence Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Division of IT Convergence Engineering, Pohang University of Science and Technology, Pohang, Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Div. of IT Convergence Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038863305","display_name":"Joseph L. Hellerstein","orcid":"https://orcid.org/0000-0003-0802-4069"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph L. Hellerstein","raw_affiliation_strings":["Google Inc., Seattle, WA, USA","Google, Inc., Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Google Inc., Seattle, WA, USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google, Inc., Seattle, WA, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100360194"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":29.122,"has_fulltext":false,"cited_by_count":158,"citation_normalized_percentile":{"value":0.99526708,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"31","issue":"12","first_page":"762","last_page":"772"},"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9994000196456909,"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/T11478","display_name":"Caching and Content Delivery","score":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.8126183748245239},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.695647656917572},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.5682159662246704},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.557481586933136},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5412582159042358},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5285013318061829},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4859134256839752},{"id":"https://openalex.org/keywords/service-delivery-framework","display_name":"Service delivery framework","score":0.4376254081726074},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.42662927508354187},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4141315817832947},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3999745845794678},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34737473726272583},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.19749420881271362},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11146610975265503},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08974519371986389}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8126183748245239},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.695647656917572},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.5682159662246704},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.557481586933136},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5412582159042358},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5285013318061829},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4859134256839752},{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.4376254081726074},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.42662927508354187},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4141315817832947},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3999745845794678},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34737473726272583},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.19749420881271362},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11146610975265503},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08974519371986389},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2013.sup2.1213008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2013.sup2.1213008","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W292508636","https://openalex.org/W1496814404","https://openalex.org/W1578630563","https://openalex.org/W1975017357","https://openalex.org/W1981196359","https://openalex.org/W2058929311","https://openalex.org/W2065642592","https://openalex.org/W2102910133","https://openalex.org/W2115743854","https://openalex.org/W2117690211","https://openalex.org/W2130557213","https://openalex.org/W2131646073","https://openalex.org/W2139041001","https://openalex.org/W2143477261","https://openalex.org/W2148647281","https://openalex.org/W2148662748","https://openalex.org/W2157357672","https://openalex.org/W2158468884","https://openalex.org/W2167776925","https://openalex.org/W2168245849","https://openalex.org/W4241115065","https://openalex.org/W4243471705","https://openalex.org/W4250589301","https://openalex.org/W6681969099","https://openalex.org/W6684901892"],"related_works":["https://openalex.org/W2549510740","https://openalex.org/W4312141693","https://openalex.org/W2154017244","https://openalex.org/W1536009559","https://openalex.org/W1969185016","https://openalex.org/W2168158826","https://openalex.org/W2103821767","https://openalex.org/W1969008554","https://openalex.org/W2111030377","https://openalex.org/W2037619003"],"abstract_inverted_index":{"Large-scale":[0],"online":[1],"service":[2,14,26,34,80,103,141,184],"providers":[3,27,142,185],"have":[4,82],"been":[5],"increasingly":[6],"relying":[7],"on":[8,107,210],"geographically":[9],"distributed":[10],"cloud":[11],"infrastructures":[12],"for":[13,79,101,144],"hosting":[15,42,121],"and":[16,63,109,130,171],"delivery.":[17],"In":[18,94,112],"this":[19,71,92,95,211],"context,":[20],"a":[21,67,99,116,147,188,215],"key":[22,47],"challenge":[23],"faced":[24],"by":[25,157,222],"is":[28,44],"to":[29,70,90,127,226],"determine":[30],"the":[31,41,56,76,120,137,159,162,191,200,223,228,232,237],"locations":[32],"where":[33,139,183],"applications":[35],"should":[36],"be":[37,196,220],"placed":[38],"such":[39],"that":[40,118,178,218],"cost":[43,65,122],"minimized":[45],"while":[46],"performance":[48],"requirements":[49],"(e.g.,":[50],"response":[51],"time)":[52],"are":[53],"ensured.":[54],"Furthermore,":[55],"dynamic":[57,68,102,148],"nature":[58],"of":[59,75,161,166,169,173,206,231,239],"both":[60,128,167],"demand":[61,129],"pattern":[62],"infrastructure":[64,224],"favors":[66],"solution":[69,117,203],"problem.":[72],"Currently":[73],"most":[74],"existing":[77],"solutions":[78,88,241],"placement":[81,104],"either":[83],"ignored":[84],"dynamics,":[85],"or":[86],"provided":[87],"inadequate":[89],"achieve":[91],"objective.":[93],"paper,":[96],"we":[97,114,213,235],"present":[98,115,214],"framework":[100],"problems":[105],"based":[106],"control-":[108],"game-theoretic":[110],"models.":[111],"particular,":[113],"optimizes":[119],"dynamically":[123],"over":[124],"time":[125],"according":[126],"resource":[131],"price":[132,168,172],"fluctuations.":[133],"We":[134],"further":[135],"consider":[136],"case":[138],"multiple":[140],"compete":[143],"resources":[145],"in":[146,164,179,187,204],"manner.":[149],"This":[150],"paper":[151],"extends":[152],"our":[153,240],"previous":[154],"work":[155],"[1]":[156],"analyzing":[158],"outcome":[160],"competition":[163],"terms":[165,205],"stability":[170],"anarchy.":[174],"Our":[175],"analysis":[176],"suggests":[177],"an":[180],"uncoordinated":[181],"scenario":[182],"behave":[186],"selfish":[189],"manner,":[190],"resulting":[192],"Nash":[193],"equilibrium":[194],"can":[195,219],"arbitrarily":[197],"worse":[198],"than":[199],"optimal":[201],"centralized":[202],"social":[207,229],"welfare.":[208],"Based":[209],"observation,":[212],"coordination":[216],"mechanism":[217],"employed":[221],"provider":[225],"maximize":[227],"welfare":[230],"system.":[233],"Finally,":[234],"demonstrate":[236],"effectiveness":[238],"using":[242],"realistic":[243],"simulations.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":23},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
