{"id":"https://openalex.org/W2994637762","doi":"https://doi.org/10.1504/ijspm.2019.10025769","title":"Cloud resource orchestration optimisation based on ARIMA","display_name":"Cloud resource orchestration optimisation based on ARIMA","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2994637762","doi":"https://doi.org/10.1504/ijspm.2019.10025769","mag":"2994637762"},"language":"en","primary_location":{"id":"doi:10.1504/ijspm.2019.10025769","doi":"https://doi.org/10.1504/ijspm.2019.10025769","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijspm.2019.10025769","pdf_url":null,"source":{"id":"https://openalex.org/S30371981","display_name":"International Journal of Simulation and Process Modelling","issn_l":"1740-2123","issn":["1740-2123","1740-2131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Simulation and Process Modelling","raw_type":"journal-article"},"volume":null,"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/A5100723522","display_name":"Zenghui Liu","orcid":"https://orcid.org/0000-0002-3496-4495","observed_orcids":["https://orcid.org/0000-0002-3496-4495","https://orcid.org/0009-0008-7137-6298"]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I4210152042","display_name":"Beijing Polytechnic","ror":"https://ror.org/03xgzn792","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zenghui Liu","raw_affiliation_strings":["Institute of Electromechanical Engineering, Beijing Polytechnic, Beijing 100176, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Electromechanical Engineering, Beijing Polytechnic, Beijing 100176, China","institution_ids":["https://openalex.org/I37796252","https://openalex.org/I4210152042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375046","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-7495-4419","observed_orcids":["https://orcid.org/0000-0002-7495-4419"]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; Science and Technology on Information Assurance Laboratory, Beijing, China","College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","Science and Technology on Information Assurance Laboratory, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; Science and Technology on Information Assurance Laboratory, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Science and Technology on Information Assurance Laboratory, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hua Qin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Qin","raw_affiliation_strings":["Information Technology Center, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Center, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062711732","display_name":"Yingxu Lai","orcid":"https://orcid.org/0000-0001-9844-1717","observed_orcids":["https://orcid.org/0000-0001-9844-1717"]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingxu Lai","raw_affiliation_strings":["College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; Science and Technology on Information Assurance Laboratory, Beijing, China","College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","Science and Technology on Information Assurance Laboratory, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China; Science and Technology on Information Assurance Laboratory, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Science and Technology on Information Assurance Laboratory, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Min Yu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Yu","raw_affiliation_strings":["College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Sciences, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2952,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73165592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":"14","issue":"5","first_page":"420","last_page":"420"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.0,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.0,"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/platform-as-a-service","display_name":"Platform as a Service","score":0.8190000057220459},{"id":"https://openalex.org/keywords/arima-forecasting","display_name":"ARIMA forecasting","score":0.8169999718666077},{"id":"https://openalex.org/keywords/resource-consumption-prediction","display_name":"resource consumption prediction","score":0.878000020980835},{"id":"https://openalex.org/keywords/dynamic-resource-allocation","display_name":"dynamic resource allocation","score":0.6159999966621399},{"id":"https://openalex.org/keywords/openstack","display_name":"OpenStack","score":0.8309999704360962},{"id":"https://openalex.org/keywords/infrastructure-as-a-service","display_name":"Infrastructure as a Service","score":0.8920000195503235},{"id":"https://openalex.org/keywords/server-load-balancing","display_name":"server load balancing","score":0.7670000195503235},{"id":"https://openalex.org/keywords/response-time","display_name":"response time","score":0.6069999933242798}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.9762715101242065},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8049054145812988},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.7438732385635376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73219895362854},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6477440595626831},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5608028173446655},{"id":"https://openalex.org/C193702766","wikidata":"https://www.wikidata.org/wiki/Q1414548","display_name":"Concurrency","level":2,"score":0.5434009432792664},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5082263946533203},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42833077907562256},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4233905076980591},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4197039306163788},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3757120668888092},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3376256823539734},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19479483366012573},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.11543747782707214},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1504/ijspm.2019.10025769","doi":"https://doi.org/10.1504/ijspm.2019.10025769","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijspm.2019.10025769","pdf_url":null,"source":{"id":"https://openalex.org/S30371981","display_name":"International Journal of Simulation and Process Modelling","issn_l":"1740-2123","issn":["1740-2123","1740-2131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Simulation and Process Modelling","raw_type":"journal-article"},{"id":"doi:10.1504/ijspm.2019.104116","doi":"https://doi.org/10.1504/ijspm.2019.104116","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijspm.2019.104116","pdf_url":null,"source":{"id":"https://openalex.org/S30371981","display_name":"International Journal of Simulation and Process Modelling","issn_l":"1740-2123","issn":["1740-2123","1740-2131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Simulation and Process Modelling","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2991630480","https://openalex.org/W2777579478","https://openalex.org/W7113907530","https://openalex.org/W4417293551","https://openalex.org/W4392945119","https://openalex.org/W2545969415","https://openalex.org/W6903608735","https://openalex.org/W2540265133","https://openalex.org/W3015535112","https://openalex.org/W2769718555"],"abstract_inverted_index":{"The":[0,59],"problem":[1],"of":[2,20,114],"resources":[3],"management":[4],"in":[5,29,86,93],"the":[6,11,18,24,27,36,80,90,94,106,112],"cloud":[7],"environment,":[8],"focusing":[9],"on":[10,26,40,51,63,79],"platform":[12],"as":[13,67],"a":[14,45,68,75],"service":[15,69],"(PaaS),":[16],"satisfying":[17],"demands":[19],"users,":[21],"and":[22,71,110],"relieving":[23],"load":[25],"server":[28],"high":[30],"concurrency,":[31],"requires":[32],"attention.":[33],"After":[34],"analysing":[35],"resource":[37,76,91],"orchestration":[38,47,77],"technology":[39],"PaaS,":[41],"this":[42,101],"paper":[43],"presents":[44],"dynamic":[46],"optimisation":[48],"framework":[49],"based":[50,62],"autoregressive":[52],"integrated":[53],"moving":[54],"average":[55],"model":[56],"(ARIMA)":[57],"model.":[58],"architecture":[60,102],"is":[61],"an":[64],"OpenStack":[65],"infrastructure":[66],"(IaaS),":[70],"combines":[72],"with":[73],"Cloudify,":[74],"software":[78],"PaaS.":[81],"Adjustments":[82],"may":[83],"be":[84],"made":[85],"advance":[87],"by":[88],"predicting":[89],"consumption":[92],"next":[95],"time":[96,109],"period.":[97],"Experiments":[98],"showed":[99],"that":[100],"can":[103],"effectively":[104],"shorten":[105],"concurrent":[107],"response":[108],"improve":[111],"utilisation":[113],"memory.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-12-26T00:00:00"}
