{"id":"https://openalex.org/W2896312356","doi":"https://doi.org/10.1145/3275219.3275234","title":"A Fair Scheduling Algorithm for Adaptive Heterogeneous Resources in Data Centers","display_name":"A Fair Scheduling Algorithm for Adaptive Heterogeneous Resources in Data Centers","publication_year":2018,"publication_date":"2018-09-16","ids":{"openalex":"https://openalex.org/W2896312356","doi":"https://doi.org/10.1145/3275219.3275234","mag":"2896312356"},"language":"en","primary_location":{"id":"doi:10.1145/3275219.3275234","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3275219.3275234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth Asia-Pacific Symposium on Internetware","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/A5100373255","display_name":"Wenbin Liu","orcid":"https://orcid.org/0000-0002-4384-1446"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenbin Liu","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034212921","display_name":"Ningjiang Chen","orcid":"https://orcid.org/0000-0003-0187-6760"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningjiang Chen","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113920217","display_name":"Hua Li","orcid":"https://orcid.org/0009-0004-5898-8186"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Li","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038992632","display_name":"Yusi Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusi Tang","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058860022","display_name":"Birui Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Birui Liang","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100373255"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13748976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9973999857902527,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9700999855995178,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8200286030769348},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6434178948402405},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6121353507041931},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5728200674057007},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.540578305721283},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4612495005130768},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.444293737411499},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.42144298553466797},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35210344195365906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3025085926055908},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.19977855682373047},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.11456224322319031},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08132535219192505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0753101110458374},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07284337282180786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8200286030769348},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6434178948402405},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6121353507041931},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5728200674057007},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.540578305721283},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4612495005130768},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.444293737411499},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.42144298553466797},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35210344195365906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3025085926055908},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.19977855682373047},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.11456224322319031},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08132535219192505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0753101110458374},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07284337282180786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3275219.3275234","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3275219.3275234","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth Asia-Pacific Symposium on Internetware","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":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1890643295","https://openalex.org/W1987354455","https://openalex.org/W2022678927","https://openalex.org/W2032723264","https://openalex.org/W2055748525","https://openalex.org/W2083005303","https://openalex.org/W2102849319","https://openalex.org/W2106525823","https://openalex.org/W2160121678","https://openalex.org/W2163961697","https://openalex.org/W2295598076","https://openalex.org/W2480662436","https://openalex.org/W2548213059","https://openalex.org/W2595827304","https://openalex.org/W2598539961","https://openalex.org/W2754622468","https://openalex.org/W2875026816","https://openalex.org/W2950007716","https://openalex.org/W2998768810","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W2397293317","https://openalex.org/W2377713709","https://openalex.org/W2373973180","https://openalex.org/W2372008037","https://openalex.org/W2978148977","https://openalex.org/W3003077338","https://openalex.org/W2225350526","https://openalex.org/W1545991362","https://openalex.org/W3036719625"],"abstract_inverted_index":{"The":[0,76,104,119],"resource":[1,26,150],"scheduling":[2,64,137],"problem":[3,42],"of":[4,17,33,53,82,100,149],"data":[5,74],"center":[6],"clusters":[7],"has":[8],"always":[9],"been":[10],"a":[11,62],"hot":[12],"topic":[13],"in":[14,72,147],"the":[15,41,44,51,73,80,86,93,101,129,134],"field":[16],"cloud":[18],"computing.":[19],"Existing":[20],"research":[21,34],"efforts":[22],"focus":[23],"on":[24,35],"fairness,":[25],"utilization":[27,109],"and":[28,31,56,91,95,110,116,145],"energy":[29],"efficiency,":[30],"lack":[32],"heterogeneous":[36,70,140],"clustering":[37],"issues.":[38],"To":[39],"solve":[40],"that":[43,67,107],"traditional":[45],"DRF":[46,131],"algorithm":[47,65,77,138],"does":[48],"not":[49],"consider":[50],"classification":[52,99],"machine":[54,87],"performance":[55,81,88],"task":[57],"type,":[58],"this":[59],"paper":[60],"proposes":[61],"fair":[63,136,144],"X-DRF":[66],"adapts":[68],"to":[69,128],"resources":[71,141],"center.":[75],"mainly":[78],"classifies":[79],"physical":[83],"machines,":[84],"increases":[85,92],"scoring":[89],"factor,":[90],"training":[94],"job":[96],"type":[97],"judgment":[98],"XGBoost":[102],"model.":[103],"experiments":[105],"show":[106],"CPU":[108],"memory":[111],"usage":[112],"increased":[113,123],"by":[114,124],"10%":[115],"6%,":[117],"respectively.":[118],"normalized":[120],"ratio":[121],"is":[122,142],"about":[125],"3%":[126],"compared":[127],"original":[130],"system.":[132],"Therefore,":[133],"presented":[135],"for":[139],"more":[143],"reasonable":[146],"terms":[148],"allocation.":[151]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
