{"id":"https://openalex.org/W2771708479","doi":"https://doi.org/10.1109/tgcn.2017.2780133","title":"Dynamic Workload Migration Over Backbone Network to Minimize Data Center Electricity Cost","display_name":"Dynamic Workload Migration Over Backbone Network to Minimize Data Center Electricity Cost","publication_year":2017,"publication_date":"2017-12-06","ids":{"openalex":"https://openalex.org/W2771708479","doi":"https://doi.org/10.1109/tgcn.2017.2780133","mag":"2771708479"},"language":"en","primary_location":{"id":"doi:10.1109/tgcn.2017.2780133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2017.2780133","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Green Communications and Networking","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/A5008675351","display_name":"Sabidur Rahman","orcid":"https://orcid.org/0000-0001-9957-8336"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabidur Rahman","raw_affiliation_strings":["Computer Science, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9957-8336","affiliations":[{"raw_affiliation_string":"Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727392","display_name":"Abhishek Gupta","orcid":"https://orcid.org/0000-0002-5918-4444"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhishek Gupta","raw_affiliation_strings":["Computer Science, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5918-4444","affiliations":[{"raw_affiliation_string":"Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038468421","display_name":"Massimo Tornatore","orcid":"https://orcid.org/0000-0003-0740-1061"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Massimo Tornatore","raw_affiliation_strings":["Computer Science, University of California at Davis, Davis, CA, USA","Information and Bioengineering, olitecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"Information and Bioengineering, olitecnico di Milano, Milan, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071302837","display_name":"Biswanath Mukherjee","orcid":"https://orcid.org/0000-0002-1483-1257"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Biswanath Mukherjee","raw_affiliation_strings":["Computer Science, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1483-1257","affiliations":[{"raw_affiliation_string":"Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":7.4402,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.97320045,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2","issue":"2","first_page":"570","last_page":"579"},"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/T10714","display_name":"Software-Defined Networks and 5G","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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9957000017166138,"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/electricity","display_name":"Electricity","score":0.7039481401443481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6650441884994507},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6592532396316528},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6583126187324524},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6324703693389893},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.579727828502655},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5452308654785156},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5063937902450562},{"id":"https://openalex.org/keywords/cost-reduction","display_name":"Cost reduction","score":0.4535457193851471},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.321544885635376},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.17179834842681885},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17048722505569458},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11377373337745667},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08814224600791931}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.7039481401443481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6650441884994507},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6592532396316528},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6583126187324524},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6324703693389893},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.579727828502655},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5452308654785156},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5063937902450562},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.4535457193851471},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.321544885635376},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.17179834842681885},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17048722505569458},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11377373337745667},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08814224600791931},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgcn.2017.2780133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgcn.2017.2780133","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Green Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1058711","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1058711","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4042353449","display_name":null,"funder_award_id":"CNS-1217978","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W111236227","https://openalex.org/W1983667143","https://openalex.org/W2042477827","https://openalex.org/W2086927463","https://openalex.org/W2102910133","https://openalex.org/W2111556044","https://openalex.org/W2139041001","https://openalex.org/W2167903310","https://openalex.org/W2203977444","https://openalex.org/W2248254173","https://openalex.org/W2515487013","https://openalex.org/W2999424480","https://openalex.org/W6604453087","https://openalex.org/W6687953361","https://openalex.org/W6691091995"],"related_works":["https://openalex.org/W1485337887","https://openalex.org/W2055187606","https://openalex.org/W1498304890","https://openalex.org/W4214914670","https://openalex.org/W2037023427","https://openalex.org/W1969542292","https://openalex.org/W3006216828","https://openalex.org/W2084875360","https://openalex.org/W3123077549","https://openalex.org/W2904165227"],"abstract_inverted_index":{"As":[0,76],"more":[1],"organizations":[2],"adopt":[3],"cloud":[4],"services,":[5],"energy":[6,26,33,56,164,203],"consumption":[7,34,174],"in":[8,41,80,129,166,217],"data":[9],"centers":[10],"(DCs)":[11],"keeps":[12],"increasing.":[13],"Today,":[14],"information":[15],"and":[16,43,82,121,224,262],"communication":[17],"technology":[18],"(ICT)":[19],"has":[20],"become":[21],"a":[22,59,140,193],"major":[23],"consumer":[24],"of":[25,31,88,99,158,196,211,265,279],"worldwide.":[27],"A":[28],"large":[29],"portion":[30,195],"ICT":[32],"is":[35,62],"used":[36],"to":[37,48,65,105,114,125,161,230,233],"power":[38,173,176],"servers":[39],"running":[40],"DCs":[42,234,280],"the":[44,66,85,89,96,127,155,163,189,197,212,273],"network":[45,190,249],"they":[46],"use":[47,220],"communicate.":[49],"In":[50,109],"this":[51,147,205,218],"paper,":[52],"we":[53],"consider":[54,139,240],"that":[55,95,188,272],"cost":[57,165,210,243,246,278],"at":[58,247],"particular":[60],"DC":[61,202],"often":[63,116],"related":[64],"electricity":[67,100,107,133,159,209,237,245],"price":[68,101],"regulated":[69],"by":[70],"independent":[71],"system":[72],"operators/regional":[73],"transmission":[74],"organizations.":[75],"these":[77],"prices":[78],"vary":[79],"time":[81],"depend":[83],"on":[84,172],"geographical":[86],"locations":[87],"DCs,":[90],"recent":[91,184],"studies":[92,170,185,270],"have":[93,186],"shown":[94,187],"spatio-temporal":[97,156],"variations":[98,157],"can":[102,123],"be":[103],"exploited":[104],"reduce":[106,276],"cost.":[108,238],"particular,":[110],"as":[111,179],"workloads":[112,128,232],"tend":[113],"change,":[115],"unpredictably,":[117],"adaptive":[118],"workload":[119,145],"placement":[120],"migration":[122,229,242],"help":[124],"serve":[126],"regions":[130],"with":[131,143,235],"lower":[132,236],"costs.":[134],"While":[135],"most":[136],"prior":[137,169],"works":[138],"quasi-static":[141],"scenario":[142],"known":[144],"patterns,":[146],"paper":[148,206,219],"proposes":[149],"dynamic":[150,221],"workload-aware":[151],"algorithms":[152,275],"which":[153],"exploit":[154],"costs":[160],"minimize":[162],"ICT.":[167],"Although":[168],"focused":[171],"from":[175,258],"consumers":[177],"such":[178],"servers,":[180],"cooling":[181],"systems,":[182],"etc.,":[183],"elements":[191],"consume":[192],"significant":[194],"energy.":[198],"Hence,":[199],"while":[200],"reducing":[201],"cost,":[204],"also":[207],"considers":[208],"backbone":[213,248],"network.":[214],"Algorithms":[215],"introduced":[216],"request":[222],"re-routing":[223],"live":[225],"virtual":[226],"machine":[227],"(VM)":[228],"move":[231],"We":[239],"VM":[241,255,266],"(including":[244],"nodes),":[250],"bandwidth":[251],"constraints":[252,257],"for":[253],"migration,":[254],"consolidation,":[256],"service":[259],"level":[260],"agreement,":[261],"administrative":[263],"overhead":[264],"migration.":[267],"Our":[268],"simulation":[269],"show":[271],"proposed":[274],"operational":[277],"significantly.":[281]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}