{"id":"https://openalex.org/W2908780943","doi":"https://doi.org/10.1109/atnac.2018.8615319","title":"Towards Prediction of Power Consumption of Virtual Machines for Varying Loads","display_name":"Towards Prediction of Power Consumption of Virtual Machines for Varying Loads","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2908780943","doi":"https://doi.org/10.1109/atnac.2018.8615319","mag":"2908780943"},"language":"en","primary_location":{"id":"doi:10.1109/atnac.2018.8615319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atnac.2018.8615319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 28th International Telecommunication Networks and Applications Conference (ITNAC)","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/A5025529944","display_name":"Humaira Abdul Salam","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Humaira Abdul Salam","raw_affiliation_strings":["DITEN - University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN - University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053552519","display_name":"Franco Davoli","orcid":"https://orcid.org/0000-0003-0383-0096"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franco Davoli","raw_affiliation_strings":["DITEN - University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN - University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089578957","display_name":"Alessandro Carrega","orcid":"https://orcid.org/0000-0002-5944-7582"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro Carrega","raw_affiliation_strings":["CNIT - S3ITI Lab, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"CNIT - S3ITI Lab, Genoa, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010111782","display_name":"Andreas Timm\u2010Giel","orcid":"https://orcid.org/0000-0002-5998-6113"},"institutions":[{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]},{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Timm-Giel","raw_affiliation_strings":["Hamburg University of Technology, Institute of Communication Networks, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Hamburg University of Technology, Institute of Communication Networks, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025529944"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":1.1781,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86255924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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/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":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","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/workload","display_name":"Workload","score":0.7722660899162292},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7453659772872925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7212693095207214},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6603503227233887},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6221235394477844},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5757836699485779},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5644991993904114},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5329955816268921},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5108711123466492},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.436073899269104},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.4243852198123932},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35158973932266235},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.32726967334747314},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32189178466796875},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.30998408794403076},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14613723754882812}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7722660899162292},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7453659772872925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7212693095207214},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6603503227233887},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6221235394477844},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5757836699485779},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5644991993904114},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5329955816268921},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5108711123466492},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.436073899269104},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4243852198123932},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35158973932266235},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32726967334747314},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32189178466796875},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.30998408794403076},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14613723754882812},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/atnac.2018.8615319","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atnac.2018.8615319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 28th International Telecommunication Networks and Applications Conference (ITNAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/995689","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/995689","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1647421214","https://openalex.org/W1966707129","https://openalex.org/W1982659654","https://openalex.org/W1988593113","https://openalex.org/W2031317719","https://openalex.org/W2078453919","https://openalex.org/W2109546606","https://openalex.org/W2120950438","https://openalex.org/W2140644653","https://openalex.org/W2149813938","https://openalex.org/W2176321720","https://openalex.org/W2266248102","https://openalex.org/W2270330859","https://openalex.org/W2277253874","https://openalex.org/W2410743606","https://openalex.org/W2475971029","https://openalex.org/W2612886153","https://openalex.org/W4244593655","https://openalex.org/W6658146322"],"related_works":["https://openalex.org/W2558538437","https://openalex.org/W2612791064","https://openalex.org/W2893967483","https://openalex.org/W2807937293","https://openalex.org/W2357605019","https://openalex.org/W2167514501","https://openalex.org/W2266765649","https://openalex.org/W1468792037","https://openalex.org/W4300588659","https://openalex.org/W2611621114"],"abstract_inverted_index":{"Power":[0],"management":[1,33],"and":[2,30,34,89],"load":[3],"balancing":[4],"in":[5,39],"data":[6],"centers":[7],"are":[8,37,137],"becoming":[9],"critical":[10],"with":[11,69,92,127],"the":[12,16,62,78,93,104,128,135,149],"growing":[13],"size":[14],"of":[15,20,24,66,130,143,148],"infrastructure.":[17],"In":[18,72,116],"front":[19],"an":[21],"increasing":[22],"number":[23,65],"cloud":[25],"networks,":[26],"virtual":[27,46,59,87,111],"machines":[28],"(VMs)":[29],"containers,":[31],"smart":[32],"control":[35],"decisions":[36],"required,":[38],"order":[40],"to":[41,57,84,134,158],"instantiate":[42],"or":[43],"mobilize":[44],"these":[45],"components.":[47],"As":[48],"regards":[49],"reducing":[50],"power":[51,79,105,120,131,141],"consumption,":[52],"it":[53],"is":[54,113,152],"also":[55],"essential":[56],"consolidate":[58],"resources":[60],"on":[61,140],"minimum":[63],"possible":[64],"servers":[67],"compatible":[68],"performance":[70],"requirements.":[71],"such":[73],"a":[74,85,109,124,144],"dynamic":[75],"scenario,":[76],"estimating":[77],"that":[80,122],"can":[81],"be":[82,97],"ascribed":[83],"specific":[86,110],"component":[88,112],"its":[90],"relation":[91],"offered":[94],"workload":[95,126],"could":[96],"beneficial":[98],"for":[99],"optimized":[100],"resource":[101],"scheduling.":[102],"Predicting":[103],"consumption":[106],"caused":[107],"by":[108,155],"however":[114],"challenging.":[115],"this":[117],"paper,":[118],"two":[119],"models":[121,151],"relate":[123],"VM":[125,136],"fraction":[129],"consumed":[132],"attributable":[133],"developed":[138],"based":[139],"profiling":[142],"server.":[145],"The":[146],"accuracy":[147],"proposed":[150],"improved":[153],"approximately":[154],"3%":[156],"compared":[157],"other":[159],"existing":[160],"models.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-01-25T00:00:00"}
