{"id":"https://openalex.org/W2604695255","doi":"https://doi.org/10.1109/igcc.2016.7892602","title":"Minimizing electricity cost for geo-distributed interactive services with tail latency constraint","display_name":"Minimizing electricity cost for geo-distributed interactive services with tail latency constraint","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2604695255","doi":"https://doi.org/10.1109/igcc.2016.7892602","mag":"2604695255"},"language":"en","primary_location":{"id":"doi:10.1109/igcc.2016.7892602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2016.7892602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Seventh International Green and Sustainable Computing Conference (IGSC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082235371","display_name":"Mohammad A. Islam","orcid":"https://orcid.org/0000-0002-5778-4366"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad A. Islam","raw_affiliation_strings":["University of California, Riverside"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Riverside","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024346889","display_name":"Anshul Gandhi","orcid":"https://orcid.org/0000-0002-2351-6523"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anshul Gandhi","raw_affiliation_strings":["Stony Brook University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000834239","display_name":"Shaolei Ren","orcid":"https://orcid.org/0000-0001-9003-4324"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaolei Ren","raw_affiliation_strings":["University of California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.9983000159263611,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9979000091552734,"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":0.8026487827301025},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.7050822973251343},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.615503191947937},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5793836712837219},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5782407522201538},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5624191761016846},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44216012954711914},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31194406747817993},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14203500747680664},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11474728584289551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8026487827301025},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7050822973251343},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.615503191947937},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5793836712837219},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5782407522201538},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5624191761016846},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44216012954711914},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31194406747817993},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14203500747680664},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11474728584289551},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igcc.2016.7892602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2016.7892602","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 Seventh International Green and Sustainable Computing Conference (IGSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1230574503","https://openalex.org/W1441180820","https://openalex.org/W1528656891","https://openalex.org/W1969299781","https://openalex.org/W1977033871","https://openalex.org/W1999971903","https://openalex.org/W2016841159","https://openalex.org/W2029237784","https://openalex.org/W2035309843","https://openalex.org/W2055077314","https://openalex.org/W2063094735","https://openalex.org/W2063749408","https://openalex.org/W2075233755","https://openalex.org/W2108409407","https://openalex.org/W2112863760","https://openalex.org/W2116364029","https://openalex.org/W2118955868","https://openalex.org/W2130010548","https://openalex.org/W2130355432","https://openalex.org/W2134807578","https://openalex.org/W2139041001","https://openalex.org/W2149515742","https://openalex.org/W2155195319","https://openalex.org/W2160440046","https://openalex.org/W2163449191","https://openalex.org/W2164510519","https://openalex.org/W2168245849","https://openalex.org/W2253428985","https://openalex.org/W2296319761","https://openalex.org/W2439973417","https://openalex.org/W2521236993","https://openalex.org/W2998022228","https://openalex.org/W3028340924","https://openalex.org/W4250589301","https://openalex.org/W6628088091","https://openalex.org/W6628401824","https://openalex.org/W6631930205","https://openalex.org/W6676839744","https://openalex.org/W6681768019","https://openalex.org/W6683032898"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2886166997","https://openalex.org/W2954284861","https://openalex.org/W3036465205"],"abstract_inverted_index":{"Cross-border":[0],"data":[1,14,26,38,88,100,185],"movement":[2],"has":[3],"become":[4],"increasingly":[5],"more":[6,119,210],"costly,":[7],"and":[8,40,184],"even":[9],"been":[10],"prohibited":[11],"due":[12,72],"to":[13,54,67,73,121,136,150,169,197,220],"sovereignty":[15],"requirements.":[16],"Consequently,":[17],"geo-distributed":[18,69,92,141],"interactive":[19,70,93,142],"services,":[20,143],"which":[21],"rely":[22],"on":[23,107],"geographically":[24],"distributed":[25],"sets,":[27],"is":[28,83],"quickly":[29],"emerging":[30,68],"as":[31],"an":[32,133],"important":[33],"class":[34],"of":[35,147],"workloads":[36],"in":[37,42,57,86],"centers":[39,101],"resulting":[41],"soaring":[43],"electricity":[44,58,148,154,207],"costs.":[45],"While":[46],"numerous":[47],"geographic":[48],"load":[49],"balancing":[50],"(GLB)":[51],"techniques":[52],"exist":[53],"exploit":[55],"differences":[56],"prices":[59,149],"for":[60,140,175],"cost":[61,155,208],"savings,":[62],"they":[63,78,104],"do":[64],"not":[65],"apply":[66],"services":[71],"two":[74],"major":[75],"limitations.":[76],"First,":[77],"assume":[79],"that":[80,202],"each":[81,91],"request":[82,94],"processed":[84,97],"only":[85],"one":[87],"center,":[89],"whereas":[90,112],"must":[95],"be":[96],"at":[98,188],"multiple":[99],"simultaneously.":[102],"Second,":[103],"primarily":[105],"focus":[106],"meeting":[108,157,214],"average":[109],"latency":[110,160,173,183,187,217],"constraints,":[111],"tail":[113,159,172,216],"latencies":[114],"(i.e.,":[115],"high-percentile":[116],"latencies)":[117],"are":[118],"suitable":[120],"ensure":[122],"a":[123,158,165,189],"consistently":[124],"good":[125],"user":[126],"experience.":[127],"In":[128],"this":[129],"paper,":[130],"we":[131],"make":[132],"early":[134],"effort":[135],"optimize":[137],"GLB":[138,177],"decisions":[139],"exploiting":[144],"spatial":[145],"diversity":[146],"minimize":[151],"the":[152,171,181,206,215,221],"total":[153],"while":[156,213],"constraint.":[161],"Our":[162],"solution":[163],"employs":[164],"novel":[166],"data-driven":[167],"approach":[168],"determine":[170],"performance":[174],"different":[176],"decisions,":[178],"by":[179,209],"profiling":[180],"network":[182],"center":[186],"low":[190],"complexity.":[191],"We":[192],"run":[193],"trace-based":[194],"discrete-event":[195],"simulations":[196],"validate":[198],"our":[199],"design,":[200],"showing":[201],"it":[203],"can":[204],"reduce":[205],"than":[211],"7%":[212],"constraint":[218],"compared":[219],"performance-aware":[222],"but":[223],"cost-oblivious":[224],"approach.":[225]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}