{"id":"https://openalex.org/W1971373758","doi":"https://doi.org/10.1109/padsw.2014.7097786","title":"Hierarchical prediction based task scheduling in hybrid data center","display_name":"Hierarchical prediction based task scheduling in hybrid data center","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W1971373758","doi":"https://doi.org/10.1109/padsw.2014.7097786","mag":"1971373758"},"language":"en","primary_location":{"id":"doi:10.1109/padsw.2014.7097786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/padsw.2014.7097786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS)","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/A5103184109","display_name":"Haiou Jiang","orcid":"https://orcid.org/0000-0002-6747-6447"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiou Jiang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","Beijing University of Posts and Telecommunications, 100876 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, 100876 China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075117055","display_name":"E Haihong","orcid":"https://orcid.org/0000-0003-2087-586X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"E. Haihong","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, Beijing, CN","Beijing University of Posts and Telecommunications, 100876 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, 100876 China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005632451","display_name":"Meina Song","orcid":"https://orcid.org/0000-0001-6626-9932"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meina Song","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China","Beijing University of Posts and Telecommunications, 100876 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, 100876 China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6408,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87629843,"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":"17","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9472000002861023,"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":0.8382717370986938},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7791932225227356},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6622000336647034},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6254271268844604},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.609300971031189},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5772240161895752},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.5159200429916382},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.47855502367019653},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4772724509239197},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.45805585384368896},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42541056871414185},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4146365821361542},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3777634799480438},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2673954963684082},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20463931560516357},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18507754802703857},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09584641456604004},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07342416048049927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8382717370986938},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7791932225227356},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6622000336647034},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6254271268844604},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.609300971031189},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5772240161895752},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.5159200429916382},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.47855502367019653},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4772724509239197},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.45805585384368896},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42541056871414185},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4146365821361542},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3777634799480438},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2673954963684082},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20463931560516357},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18507754802703857},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09584641456604004},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07342416048049927},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/padsw.2014.7097786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/padsw.2014.7097786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W10973291","https://openalex.org/W89262018","https://openalex.org/W1861377444","https://openalex.org/W1966727683","https://openalex.org/W1984445926","https://openalex.org/W2024077218","https://openalex.org/W2041512590","https://openalex.org/W2044372531","https://openalex.org/W2045287414","https://openalex.org/W2060331550","https://openalex.org/W2075168211","https://openalex.org/W2085797995","https://openalex.org/W2095977162","https://openalex.org/W2096125134","https://openalex.org/W2101178023","https://openalex.org/W2101330512","https://openalex.org/W2107001003","https://openalex.org/W2110374615","https://openalex.org/W2110560130","https://openalex.org/W2129542763","https://openalex.org/W2143039774","https://openalex.org/W2164079218","https://openalex.org/W2166486541","https://openalex.org/W2592023122","https://openalex.org/W3149826745","https://openalex.org/W3150888395","https://openalex.org/W4235985402","https://openalex.org/W4253305097","https://openalex.org/W6639193275","https://openalex.org/W6676543559"],"related_works":["https://openalex.org/W2020533706","https://openalex.org/W2390625990","https://openalex.org/W4318996523","https://openalex.org/W2370573562","https://openalex.org/W2155531307","https://openalex.org/W2553665557","https://openalex.org/W3208959265","https://openalex.org/W2061287273","https://openalex.org/W2382048228","https://openalex.org/W2354949433"],"abstract_inverted_index":{"Cloud":[0],"computing":[1,59],"can":[2,136],"help":[3],"data":[4,34],"center":[5,35],"consolidate":[6],"batch":[7,42,123],"and":[8,15,21,27,43,57,110,124,148,155],"gratis":[9,44,125],"tasks":[10,79,146],"with":[11,24],"over-provisioned":[12],"production":[13,50,108],"applications,":[14,51],"fulfill":[16],"their":[17],"diverse":[18],"resource":[19,70],"demands":[20],"performance":[22,48],"objectives":[23],"high":[25],"scalability":[26],"flexibility.":[28],"One":[29,61],"challenge":[30,66],"in":[31,84],"this":[32,87],"hybrid":[33,95],"is":[36,67],"that":[37,129],"the":[38,65,119,130],"dramatic":[39],"fluctuation":[40],"of":[41,49,107,122,159],"workload":[45,121],"may":[46],"impact":[47],"cause":[52],"task":[53,134,161],"failure,":[54],"decrease":[55],"efficiency,":[56],"waste":[58],"resources.":[60],"way":[62],"to":[63,68,72,103,117],"tackle":[64],"reduce":[69,137,145,156],"allocation":[71],"prevent":[73],"host":[74,138],"overload":[75,139],"by":[76,140,150],"delay":[77],"scheduling":[78,135,162],"if":[80],"resources":[81],"are":[82],"predicted":[83],"short.":[85],"In":[86],"paper,":[88],"we":[89],"propose":[90],"hierarchical":[91,131],"prediction":[92,132],"method":[93],"for":[94],"workload.":[96],"We":[97],"use":[98,111],"last-state":[99],"based":[100,113,133],"ARMA":[101],"model":[102,116],"predict":[104,118],"stationary":[105],"process":[106],"workload,":[109],"feedback":[112],"online":[114],"AR":[115],"vibrated":[120],"tasks.":[126],"Evaluation":[127],"shows":[128],"more":[141,151],"than":[142,152],"85":[143],"percent,":[144,154],"evicted":[147],"killed":[149],"60":[153],"40":[157],"percent":[158],"average":[160],"delay.":[163]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
