{"id":"https://openalex.org/W2963508401","doi":"https://doi.org/10.1109/icc.2015.7249199","title":"Dynamic service placement for mobile micro-clouds with predicted future costs","display_name":"Dynamic service placement for mobile micro-clouds with predicted future costs","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2963508401","doi":"https://doi.org/10.1109/icc.2015.7249199","mag":"2963508401"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2015.7249199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2015.7249199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-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/A5100443968","display_name":"Shiqiang Wang","orcid":"https://orcid.org/0000-0003-2090-5512"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shiqiang Wang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082614372","display_name":"Rahul Urgaonkar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Urgaonkar","raw_affiliation_strings":["IBM T. J. Watson Research Center, Yorktown Heights, NY, United States"],"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights, NY, United States","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057402438","display_name":"Kevin Chan","orcid":"https://orcid.org/0000-0002-6425-5403"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Chan","raw_affiliation_strings":["Army Research Laboratory, Adelphi, MD, United States"],"affiliations":[{"raw_affiliation_string":"Army Research Laboratory, Adelphi, MD, United States","institution_ids":["https://openalex.org/I166416128"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088400668","display_name":"Ting He","orcid":"https://orcid.org/0000-0003-1070-7483"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting He","raw_affiliation_strings":["IBM T. J. Watson Research Center, Yorktown Heights, NY, United States"],"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Yorktown Heights, NY, United States","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040514677","display_name":"Murtaza Zafer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murtaza Zafer","raw_affiliation_strings":["Nyansa Inc., Palo Alto, CA, United States"],"affiliations":[{"raw_affiliation_string":"Nyansa Inc., Palo Alto, CA, United States","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020917506","display_name":"Kin K. Leung","orcid":"https://orcid.org/0000-0002-3860-6257"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kin K. Leung","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100443968"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":5.658,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96429083,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9993000030517578,"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/T13553","display_name":"Age of Information Optimization","score":0.9987000226974487,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8113538026809692},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6300162672996521},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5973319411277771},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5406929850578308},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4926326870918274},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.47280019521713257},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46350187063217163},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.4462142586708069},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44564804434776306},{"id":"https://openalex.org/keywords/it-service-continuity","display_name":"IT service continuity","score":0.41760382056236267},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.41528183221817017},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39262765645980835},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.3627917170524597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8113538026809692},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6300162672996521},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5973319411277771},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5406929850578308},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4926326870918274},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.47280019521713257},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46350187063217163},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.4462142586708069},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44564804434776306},{"id":"https://openalex.org/C67069471","wikidata":"https://www.wikidata.org/wiki/Q1140205","display_name":"IT service continuity","level":2,"score":0.41760382056236267},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.41528183221817017},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39262765645980835},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.3627917170524597},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2015.7249199","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2015.7249199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W154256836","https://openalex.org/W974042900","https://openalex.org/W1278702494","https://openalex.org/W1513178448","https://openalex.org/W1551426553","https://openalex.org/W1574339078","https://openalex.org/W1601081659","https://openalex.org/W1890688605","https://openalex.org/W1898374575","https://openalex.org/W1966600255","https://openalex.org/W1970750044","https://openalex.org/W1982300822","https://openalex.org/W2025652426","https://openalex.org/W2032129959","https://openalex.org/W2058137029","https://openalex.org/W2074739868","https://openalex.org/W2110953678","https://openalex.org/W2125444986","https://openalex.org/W2132238781","https://openalex.org/W2329373102","https://openalex.org/W2546457897"],"related_works":["https://openalex.org/W2109115373","https://openalex.org/W2390901981","https://openalex.org/W2353818951","https://openalex.org/W1605879311","https://openalex.org/W4230691760","https://openalex.org/W2385763735","https://openalex.org/W2386394344","https://openalex.org/W2382806131","https://openalex.org/W2006683254","https://openalex.org/W3014558862"],"abstract_inverted_index":{"Seamless":[0],"computing":[1],"and":[2,30,57,111,113,181],"data":[3],"access":[4,45],"is":[5,22,99,117,124,175],"enabled":[6],"by":[7,222],"the":[8,51,58,68,74,95,105,114,127,134,153,164,199,210,216,219],"emerging":[9],"technology":[10],"of":[11,37,55,61,70,108,209,218],"mobile":[12,62],"micro-clouds":[13],"(MMCs).":[14],"Different":[15],"from":[16],"traditional":[17],"centralized":[18],"clouds,":[19],"an":[20,100,183,206],"MMC":[21],"typically":[23],"connected":[24],"directly":[25],"to":[26,33,42,46,50,72,76,103,119,125,177,188,197],"a":[27,34,138,148,158,178,195],"wireless":[28],"base-station":[29],"provides":[31],"services":[32,75],"small":[35],"group":[36],"users,":[38,63],"which":[39,132,150,204],"allows":[40],"users":[41],"have":[43],"instantaneous":[44],"cloud":[47],"services.":[48],"Due":[49],"limited":[52],"coverage":[53],"area":[54],"base-stations":[56],"dynamic":[59,88],"nature":[60],"network":[64],"background":[65],"traffic,":[66],"etc.,":[67],"question":[69],"where":[71,97],"place":[73],"cope":[77],"with":[78,185,224],"these":[79],"dynamics":[80],"arises.":[81],"In":[82],"this":[83,143,168,173],"paper,":[84],"we":[85,145,193,214],"focus":[86],"on":[87,163],"service":[89,109,129],"placement":[90,130,155],"for":[91,152,157],"MMCs.":[92],"We":[93,170],"consider":[94],"case":[96],"there":[98],"underlying":[101],"mechanism":[102],"predict":[104],"future":[106],"costs":[107,166],"hosting":[110],"migration,":[112],"prediction":[115],"error":[116],"assumed":[118],"be":[120],"bounded.":[121],"Our":[122],"goal":[123],"find":[126,189,198],"optimal":[128,154,200],"sequence":[131,156],"minimizes":[133,205],"average":[135,211],"cost":[136],"over":[137],"given":[139],"time.":[140],"To":[141],"solve":[142],"problem,":[144],"first":[146],"propose":[147,182,194],"method":[149,196],"solves":[151],"specific":[159],"look-ahead":[160,201],"time-window,":[161],"based":[162],"predicted":[165],"in":[167],"time-window.":[169],"show":[171],"that":[172],"problem":[174,180],"equivalent":[176],"shortest-path":[179],"algorithm":[184],"polynomial":[186],"time-complexity":[187],"its":[190],"solution.":[191],"Then,":[192],"window":[202],"size,":[203],"upper":[207],"bound":[208],"cost.":[212],"Finally,":[213],"evaluate":[215],"effectiveness":[217],"proposed":[220],"approach":[221],"simulations":[223],"realworld":[225],"user-mobility":[226],"traces.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
