{"id":"https://openalex.org/W4405272463","doi":"https://doi.org/10.1109/icceic64099.2024.10775540","title":"A Container Cloud Elastic Scaling Method Based on GRU Attention Mechanism","display_name":"A Container Cloud Elastic Scaling Method Based on GRU Attention Mechanism","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4405272463","doi":"https://doi.org/10.1109/icceic64099.2024.10775540"},"language":"en","primary_location":{"id":"doi:10.1109/icceic64099.2024.10775540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic64099.2024.10775540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","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/A5115589974","display_name":"Yue Zhang","orcid":"https://orcid.org/0000-0002-5170-6826"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4391768281","display_name":"State Key Laboratory of Robotics","ror":"https://ror.org/03pcw1780","country_code":null,"type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["Shenyang Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Robotics,Shenyang,China,110016"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Robotics,Shenyang,China,110016","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100877213","display_name":"Yong Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4391768281","display_name":"State Key Laboratory of Robotics","ror":"https://ror.org/03pcw1780","country_code":null,"type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Sun","raw_affiliation_strings":["Shenyang Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Robotics,Shenyang,China,110016"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Robotics,Shenyang,China,110016","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043075442","display_name":"Chunhe Song","orcid":"https://orcid.org/0000-0001-8392-1777"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhe Song","raw_affiliation_strings":["Chinese Academy of Sciences,Key Laboratory of Networked Control Systems,Shenyang,China,110016"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Key Laboratory of Networked Control Systems,Shenyang,China,110016","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084486325","display_name":"Pengpei Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4391768281","display_name":"State Key Laboratory of Robotics","ror":"https://ror.org/03pcw1780","country_code":null,"type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengpei Gao","raw_affiliation_strings":["Shenyang Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Robotics,Shenyang,China,110016"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation, Chinese Academy of Sciences,State Key Laboratory of Robotics,Shenyang,China,110016","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115589974"],"corresponding_institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366","https://openalex.org/I4391768281"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20879283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"290","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7404999732971191,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7404999732971191,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.7354999780654907,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.7121000289916992,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.8227148056030273},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7719042897224426},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6710705161094666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6697076559066772},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.6458895802497864},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36088094115257263},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11228156089782715},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10970622301101685},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10850539803504944},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1071125864982605},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06975239515304565},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0633394718170166}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.8227148056030273},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7719042897224426},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6710705161094666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6697076559066772},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6458895802497864},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36088094115257263},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11228156089782715},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10970622301101685},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10850539803504944},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1071125864982605},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06975239515304565},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0633394718170166},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icceic64099.2024.10775540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icceic64099.2024.10775540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Computer Engineering and Intelligent Control (ICCEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2131126403","https://openalex.org/W3195839517","https://openalex.org/W4310693685","https://openalex.org/W4321248239","https://openalex.org/W4321793365","https://openalex.org/W4382655263","https://openalex.org/W4386545421","https://openalex.org/W4387141031","https://openalex.org/W4400182447","https://openalex.org/W4400944798","https://openalex.org/W6746725138","https://openalex.org/W6856802460"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W2367301169","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102"],"abstract_inverted_index":{"In":[0],"modern":[1],"container":[2,122],"cloud":[3,123],"computing":[4],"environments,":[5],"achieving":[6],"efficient":[7,96],"elastic":[8,40,119],"scaling":[9,41,120],"is":[10],"crucial":[11],"to":[12,63],"optimizing":[13],"resource":[14,97,104],"utilization":[15],"and":[16,33,39,67,91,95,99,106,115],"improving":[17,107],"system":[18],"performance.":[19],"This":[20,110],"paper":[21],"proposes":[22],"a":[23,113],"new":[24],"prediction":[25,38],"model":[26,45,82],"based":[27],"on":[28],"gated":[29],"recurrent":[30],"unit":[31],"(GRU)":[32],"attention":[34,61],"mechanism":[35,62],"for":[36,118],"load":[37,71,88],"strategy":[42],"optimization.":[43],"The":[44],"uses":[46],"the":[47,56,60,65,81,87],"time":[48],"series":[49],"processing":[50],"capability":[51],"of":[52,59,70],"GRU":[53],"combined":[54],"with":[55,78],"optimization":[57],"characteristics":[58],"improve":[64],"accuracy":[66],"real-time":[68],"performance":[69],"prediction.":[72],"Experimental":[73],"results":[74],"show":[75],"that":[76],"compared":[77],"traditional":[79],"methods,":[80],"can":[83],"more":[84,93],"accurately":[85],"capture":[86],"change":[89],"trend":[90],"achieve":[92],"agile":[94],"scheduling":[98],"management,":[100],"thereby":[101],"effectively":[102],"reducing":[103],"waste":[105],"service":[108],"quality.":[109],"study":[111],"provides":[112],"novel":[114],"effective":[116],"solution":[117],"in":[121],"environments.":[124]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}