{"id":"https://openalex.org/W1605098628","doi":"https://doi.org/10.1109/ccnc.2015.7158004","title":"Towards optimal CPU frequency and different workload for multi-objective VM allocation","display_name":"Towards optimal CPU frequency and different workload for multi-objective VM allocation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1605098628","doi":"https://doi.org/10.1109/ccnc.2015.7158004","mag":"1605098628"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc.2015.7158004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2015.7158004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC)","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/A5100412018","display_name":"Zhen Liu","orcid":"https://orcid.org/0000-0001-9452-606X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Liu","raw_affiliation_strings":["School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","School of Computer & Information Technology, Beijing Jiaotong University, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035653853","display_name":"Yongchao Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongchao Xiang","raw_affiliation_strings":["School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","School of Computer & Information Technology, Beijing Jiaotong University, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035616054","display_name":"Xiaoya Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoya Qu","raw_affiliation_strings":["School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","School of Computer & Information Technology, Beijing Jiaotong University, 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.2896,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.47498413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"372"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9983999729156494,"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":0.996399998664856,"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":0.809241771697998},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8079306483268738},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.7208108305931091},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.6917070150375366},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6664287447929382},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6273273229598999},{"id":"https://openalex.org/keywords/cpu-shielding","display_name":"CPU shielding","score":0.5215194821357727},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4832499623298645},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.44747114181518555},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4399252235889435},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.36710652709007263},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07469165325164795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.809241771697998},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8079306483268738},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.7208108305931091},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.6917070150375366},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6664287447929382},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6273273229598999},{"id":"https://openalex.org/C180613757","wikidata":"https://www.wikidata.org/wiki/Q5013757","display_name":"CPU shielding","level":3,"score":0.5215194821357727},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4832499623298645},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.44747114181518555},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4399252235889435},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.36710652709007263},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07469165325164795},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc.2015.7158004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2015.7158004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W184075017","https://openalex.org/W1884151001","https://openalex.org/W1977367431","https://openalex.org/W2003604090","https://openalex.org/W2064483023","https://openalex.org/W2066713008","https://openalex.org/W2086804774","https://openalex.org/W2101658191","https://openalex.org/W2114296561","https://openalex.org/W2128612770","https://openalex.org/W2149027035","https://openalex.org/W2151423816","https://openalex.org/W2154206403","https://openalex.org/W2159081109","https://openalex.org/W2336037696","https://openalex.org/W2541557612","https://openalex.org/W6607475950"],"related_works":["https://openalex.org/W2342710299","https://openalex.org/W2895643982","https://openalex.org/W2734981703","https://openalex.org/W2899437976","https://openalex.org/W2493272674","https://openalex.org/W79358250","https://openalex.org/W2519380192","https://openalex.org/W2007765565","https://openalex.org/W2082581695","https://openalex.org/W4311277691"],"abstract_inverted_index":{"In":[0,62],"the":[1,51,55,86,130,138,166,176,182,186,192,199],"problem":[2],"of":[3,112,141,157,170,175,198,202],"VMs":[4,125,142,152],"consolidation":[5],"for":[6,21,78,124],"cloud":[7],"energy":[8,48,88,188],"saving,":[9],"workload":[10,25,158],"characteristics":[11],"should":[12],"be":[13,72],"considered":[14],"to":[15,37,91,136],"make":[16,85],"a":[17,28,73,79,97],"more":[18],"reasonable":[19],"solution":[20],"VM":[22,113],"placement.":[23,126],"Different":[24],"works":[26,45,57],"in":[27],"varied":[29],"CPU":[30,56,74,81,98,177],"utilization":[31,82],"during":[32],"its":[33,38,160],"work":[34],"time":[35],"according":[36],"task":[39],"characteristics.":[40],"However,":[41],"there":[42,70],"are":[43],"many":[44],"that":[46,54,69,83,147],"evaluate":[47],"consumption":[49,189],"have":[50,66],"basic":[52],"assumption":[53],"on":[58,185],"100%":[59],"full":[60],"load.":[61],"this":[63,92],"paper,":[64],"we":[65],"theoretically":[67],"verified":[68],"will":[71,150],"frequency":[75,99,178],"best":[76,183],"suited":[77],"certain":[80],"can":[84],"minimum":[87,167],"consumption.":[89],"According":[90],"deduction,":[93],"We":[94,108,115,127],"put":[95],"forward":[96],"scaling":[100],"algorithm":[101,163],"VP-FS(Virtual":[102],"machine":[103],"Placement":[104],"with":[105,191],"Frequency":[106],"Scaling).":[107],"simulate":[109],"three":[110,120,139,194,200],"groups":[111,140,201],"tasks.":[114],"also":[116],"design":[117],"and":[118],"implement":[119],"typical":[121],"greedy":[122],"algorithms":[123,135,195],"then":[128],"carry":[129],"experiments":[131],"using":[132],"these":[133],"four":[134],"allocate":[137],"respectively.":[143],"Our":[144],"efforts":[145],"show":[146],"different":[148],"workloads":[149],"affect":[151],"allocation":[153],"results.":[154],"Each":[155],"group":[156],"has":[159,181],"most":[161],"suitable":[162],"when":[164],"considering":[165],"used":[168],"number":[169],"physical":[171],"machines.":[172],"And":[173],"because":[174],"scaling,":[179],"VP-FS":[180],"results":[184],"total":[187],"compared":[190],"other":[193],"under":[196],"any":[197],"workloads.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
