{"id":"https://openalex.org/W2066123100","doi":"https://doi.org/10.1049/ip-sen:20041088","title":"Hybrid performance-based workload management for multiclusters and grids","display_name":"Hybrid performance-based workload management for multiclusters and grids","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2066123100","doi":"https://doi.org/10.1049/ip-sen:20041088","mag":"2066123100"},"language":"en","primary_location":{"id":"doi:10.1049/ip-sen:20041088","is_oa":false,"landing_page_url":"https://doi.org/10.1049/ip-sen:20041088","pdf_url":null,"source":{"id":"https://openalex.org/S4210197075","display_name":"IEE Proceedings - Software","issn_l":"1462-5970","issn":["1462-5970","1463-9831"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEE Proceedings - Software","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/A5064596191","display_name":"Ligang He","orcid":"https://orcid.org/0000-0002-5671-0576"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"L. He","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, United Kingdom","Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051267613","display_name":"Stephen A. Jarvis","orcid":"https://orcid.org/0000-0002-1249-2167"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S.A. Jarvis","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, United Kingdom","Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017201476","display_name":"Daniel P. Spooner","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"D.P. Spooner","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, United Kingdom","Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064532305","display_name":"X. Chen","orcid":"https://orcid.org/0009-0001-5481-4646"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"X. Chen","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, United Kingdom","Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091016735","display_name":"G.R. Nudd","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"G.R. Nudd","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, United Kingdom","Department of Computer Science, University of Warwick Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, United Kingdom","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"Department of Computer Science, University of Warwick Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":1.2333,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83828654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"151","issue":"5","first_page":"224","last_page":"224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9969000220298767,"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":0.8487112522125244},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8402478694915771},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6135814189910889},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5986653566360474},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5973156690597534},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5674177408218384},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.4326665699481964},{"id":"https://openalex.org/keywords/idle","display_name":"Idle","score":0.43064790964126587},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4205129146575928},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36446845531463623},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2869052588939667},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1828090250492096},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.15401849150657654},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14900517463684082}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8487112522125244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8402478694915771},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6135814189910889},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5986653566360474},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5973156690597534},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5674177408218384},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4326665699481964},{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.43064790964126587},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4205129146575928},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36446845531463623},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2869052588939667},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1828090250492096},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.15401849150657654},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14900517463684082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1049/ip-sen:20041088","is_oa":false,"landing_page_url":"https://doi.org/10.1049/ip-sen:20041088","pdf_url":null,"source":{"id":"https://openalex.org/S4210197075","display_name":"IEE Proceedings - Software","issn_l":"1462-5970","issn":["1462-5970","1463-9831"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEE Proceedings - Software","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.103.1853","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.103.1853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dcs.warwick.ac.uk/~liganghe/IEEprocSoftw.pdf","raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/7107fff6-6d1e-4675-93da-11b4f2556e21","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/7107fff6-6d1e-4675-93da-11b4f2556e21","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"He, L, Jarvis, S A, Spooner, D P, Chen, X & Nudd, G R 2004, 'Hybrid performance-based workload management for multiclusters and grids', IEE Proceedings: Software, vol. 151, no. 5, pp. 224-231. https://doi.org/10.1049/ip-sen:20041088","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W179180479","https://openalex.org/W1485008821","https://openalex.org/W1575269218","https://openalex.org/W1596277129","https://openalex.org/W1608578321","https://openalex.org/W1809943808","https://openalex.org/W1964811989","https://openalex.org/W1981317966","https://openalex.org/W1998937695","https://openalex.org/W2017733144","https://openalex.org/W2055855818","https://openalex.org/W2094186309","https://openalex.org/W2095859805","https://openalex.org/W2099659441","https://openalex.org/W2104741073","https://openalex.org/W2104992727","https://openalex.org/W2112168774","https://openalex.org/W2114351723","https://openalex.org/W2134697971","https://openalex.org/W2135938932","https://openalex.org/W2156806488","https://openalex.org/W2160544331"],"related_works":["https://openalex.org/W2092966558","https://openalex.org/W1956651153","https://openalex.org/W1984267569","https://openalex.org/W2347561926","https://openalex.org/W2315766899","https://openalex.org/W2327547880","https://openalex.org/W3153517983","https://openalex.org/W210339300","https://openalex.org/W4240242587","https://openalex.org/W780609186"],"abstract_inverted_index":{"The":[0,175],"paper":[1],"addresses":[2],"the":[3,31,41,51,55,84,87,104,110,129,134,151,155,167,170,186,204],"dynamic":[4],"scheduling":[5,32,152,171,188],"of":[6,78,154,169,192,197],"parallel":[7,97,198],"jobs":[8,45,98,156,199],"with":[9,26,47,99,180],"quality-of-service":[10],"demands":[11],"(soft-deadlines)":[12],"in":[13,61,83,173],"multiclusters":[14],"and":[15,22,54,116,195],"grids.":[16],"Three":[17],"performance":[18,74,79,153,189],"metrics":[19,36],"(over-deadline,":[20],"makespan":[21,194],"idle-time)":[23,196],"are":[24,37,81,163],"combined":[25],"variable":[27],"weights":[28],"to":[29,39,43,70,103,120,124,127,148,165],"evaluate":[30],"performance.":[33,132],"These":[34],"three":[35],"used":[38],"measure":[40],"extent":[42],"which":[44],"comply":[46],"their":[48,72],"QoS":[49,112],"demands,":[50],"resource":[52,56],"throughput":[53],"utilisation.":[57],"Therefore,":[58],"clusters":[59],"situated":[60],"different":[62,67,73],"administrative":[63],"organisations":[64],"can":[65],"utilise":[66],"weight":[68],"combinations":[69],"represent":[71],"requirements.":[75],"Two":[76],"levels":[77],"optimisation":[80],"applied":[82],"multicluster.":[85,205],"At":[86,133],"multicluster":[88],"level,":[89,137],"a":[90,118,145],"scheduler":[91],"(which":[92],"we":[93],"call":[94],"MUSCLE)":[95],"allocates":[96],"high":[100],"packing":[101],"potential":[102],"same":[105],"cluster;":[106],"MUSCLE":[107],"also":[108],"takes":[109],"jobs&apos;":[111],"requirements":[113],"into":[114],"account":[115],"employs":[117],"heuristic":[119],"allocate":[121],"suitable":[122],"workloads":[123],"each":[125],"cluster":[126,136],"balance":[128],"overall":[130],"system":[131],"local":[135],"an":[138],"existing":[139],"workload":[140,183],"manager,":[141],"called":[142],"TITAN,":[143],"utilises":[144],"genetic":[146],"algorithm":[147],"further":[149],"improve":[150],"sent":[157],"by":[158],"MUSCLE.":[159,174],"Extensive":[160],"experimental":[161],"studies":[162],"conducted":[164],"verify":[166],"effectiveness":[168],"mechanism":[172],"results":[176],"show":[177],"that,":[178],"compared":[179],"traditional":[181],"distributed":[182],"allocation":[184],"policies,":[185],"comprehensive":[187],"(in":[190],"terms":[191],"over-deadline,":[193],"is":[200],"significantly":[201],"improved":[202],"across":[203]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
