{"id":"https://openalex.org/W2105892173","doi":"https://doi.org/10.1145/2331576.2331580","title":"Energy efficient scheduling of HPC-jobs on virtualize clusters using host and VM dynamic configuration","display_name":"Energy efficient scheduling of HPC-jobs on virtualize clusters using host and VM dynamic configuration","publication_year":2012,"publication_date":"2012-07-13","ids":{"openalex":"https://openalex.org/W2105892173","doi":"https://doi.org/10.1145/2331576.2331580","mag":"2105892173"},"language":"en","primary_location":{"id":"doi:10.1145/2331576.2331580","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2331576.2331580","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","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/A5046122810","display_name":"Ibrahim Takouna","orcid":null},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ibrahim Takouna","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047883711","display_name":"Wesam Dawoud","orcid":null},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wesam Dawoud","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033952850","display_name":"Christoph Meinel","orcid":"https://orcid.org/0000-0002-3212-6201"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Meinel","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I176453806"],"apc_list":null,"apc_paid":null,"fwci":10.215,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.97847272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"46","issue":"2","first_page":"19","last_page":"27"},"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":0.9984999895095825,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.8664484024047852},{"id":"https://openalex.org/keywords/frequency-scaling","display_name":"Frequency scaling","score":0.7869173884391785},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6429029107093811},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5742229223251343},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.5617431402206421},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5000433921813965},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.47924068570137024},{"id":"https://openalex.org/keywords/computer-cluster","display_name":"Computer cluster","score":0.44600194692611694},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4403609037399292},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4374040961265564},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4234391748905182},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34103190898895264},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3253386318683624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8664484024047852},{"id":"https://openalex.org/C157742956","wikidata":"https://www.wikidata.org/wiki/Q3237776","display_name":"Frequency scaling","level":3,"score":0.7869173884391785},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6429029107093811},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5742229223251343},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.5617431402206421},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5000433921813965},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.47924068570137024},{"id":"https://openalex.org/C29140674","wikidata":"https://www.wikidata.org/wiki/Q206637","display_name":"Computer cluster","level":2,"score":0.44600194692611694},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4403609037399292},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4374040961265564},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4234391748905182},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34103190898895264},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3253386318683624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2331576.2331580","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2331576.2331580","pdf_url":null,"source":{"id":"https://openalex.org/S50071195","display_name":"ACM SIGOPS Operating Systems Review","issn_l":"0163-5980","issn":["0163-5980","1943-586X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGOPS Operating Systems Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1497339356","https://openalex.org/W1520679476","https://openalex.org/W1527264199","https://openalex.org/W1972465905","https://openalex.org/W1979594720","https://openalex.org/W1985242801","https://openalex.org/W2010082999","https://openalex.org/W2032512814","https://openalex.org/W2038337218","https://openalex.org/W2039052145","https://openalex.org/W2042487649","https://openalex.org/W2064359039","https://openalex.org/W2065547432","https://openalex.org/W2071128130","https://openalex.org/W2077390769","https://openalex.org/W2095958987","https://openalex.org/W2101658191","https://openalex.org/W2101880365","https://openalex.org/W2103998655","https://openalex.org/W2108189095","https://openalex.org/W2109558263","https://openalex.org/W2110374615","https://openalex.org/W2111234504","https://openalex.org/W2129807107","https://openalex.org/W2134732727","https://openalex.org/W2134807578","https://openalex.org/W2139177908","https://openalex.org/W2148459868","https://openalex.org/W2149472591","https://openalex.org/W2153791729","https://openalex.org/W2158459299","https://openalex.org/W2172016740","https://openalex.org/W4212990656","https://openalex.org/W4229980779","https://openalex.org/W4256369613"],"related_works":["https://openalex.org/W2154351074","https://openalex.org/W2151223307","https://openalex.org/W2023400509","https://openalex.org/W2332054630","https://openalex.org/W2590100594","https://openalex.org/W1967088250","https://openalex.org/W2144034023","https://openalex.org/W2154169726","https://openalex.org/W4245552802","https://openalex.org/W2898122376"],"abstract_inverted_index":{"Energy":[0],"efficient":[1],"resource":[2],"management":[3,40],"has":[4],"become":[5],"a":[6,173,181],"significant":[7],"concern":[8],"in":[9,131,158,180],"virtualized":[10],"data":[11],"centers":[12],"to":[13,63],"reduce":[14],"operational":[15],"costs":[16],"and":[17,36,69,108,143,167,184,192],"extend":[18],"systems'":[19],"lifetime.":[20],"The":[21,148],"opportunity":[22],"of":[23,41,72,101,127,160,169,189],"reducing":[24],"energy":[25,39,68,92,133],"can":[26],"be":[27],"achieved":[28],"by":[29],"using":[30],"Dynamic":[31],"Voltage":[32],"Frequency":[33],"Scaling":[34],"(DVFS)":[35],"hosts":[37],"consolidation.However,":[38],"emerging":[42],"High":[43],"Performance":[44],"Computing":[45],"(HPC)":[46],"clouds":[47],"that":[48,151],"host":[49,120],"CPU-intensive":[50],"jobs":[51],"is":[52,115],"more":[53],"challenging.":[54],"In":[55],"this":[56,179],"work,":[57,175],"we":[58,77,89,123,136,176],"present":[59],"an":[60,91],"optimization":[61],"solution":[62],"assuage":[64],"the":[65,79,99,104,119,125,132,155,187,194],"trade-offs":[66],"between":[67],"acceptance":[70],"ratio":[71],"jobs.":[73,171],"To":[74],"achieve":[75],"this,":[76],"consider":[78,186],"current":[80],"multicore":[81,95],"processor":[82,96],"architecture,":[83],"which":[84],"supports":[85],"DVFS":[86,142,144],"scheme.":[87],"Furthermore,":[88],"tailored":[90],"model":[93],"for":[94],"based":[97],"on":[98,193],"number":[100,168],"active":[102],"cores,":[103],"average":[105],"running":[106],"frequency,":[107],"memory.":[109],"A":[110],"power-aware":[111],"local":[112],"VM":[113],"scheduler":[114],"also":[116],"implemented":[117],"at":[118],"level.":[121],"Importantly,":[122],"show":[124,150],"importance":[126],"including":[128],"static":[129],"power":[130],"model.":[134],"Finally,":[135],"compared":[137],"our":[138,152],"approach":[139,153],"with":[140,145],"pure":[141],"live":[146],"migration.":[147],"results":[149],"outperforms":[154],"other":[156],"approaches":[157],"terms":[159],"energy,":[161],"SLA":[162],"violation":[163],"percentage,":[164],"system":[165],"utilization,":[166],"finished":[170],"As":[172],"future":[174],"will":[177,185],"implement":[178],"heterogeneous":[182],"cluster":[183],"cost":[188],"turning":[190],"off":[191],"hosts.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}