{"id":"https://openalex.org/W3216637624","doi":"https://doi.org/10.1145/3482632.3484105","title":"Cloud Computing Resource Load Forecasting Model Based on Data Mining","display_name":"Cloud Computing Resource Load Forecasting Model Based on Data Mining","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3216637624","doi":"https://doi.org/10.1145/3482632.3484105","mag":"3216637624"},"language":"en","primary_location":{"id":"doi:10.1145/3482632.3484105","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3482632.3484105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Information Systems and Computer Aided Education","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/A5046949976","display_name":"Xiangqin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116247","display_name":"Jingchu University of Technology","ror":"https://ror.org/037kvhq82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116247"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangqin Li","raw_affiliation_strings":["Jingchu University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Jingchu University of Technology, China","institution_ids":["https://openalex.org/I4210116247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5046949976"],"corresponding_institution_ids":["https://openalex.org/I4210116247"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25800811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2090","last_page":"2093"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8684999942779541,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8684999942779541,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.8029999732971191,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.7705000042915344,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.9115166068077087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7940273880958557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6431509256362915},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.610849142074585},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5708584785461426},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42676717042922974},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.413728803396225},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40691906213760376},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3275804817676544}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9115166068077087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7940273880958557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6431509256362915},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.610849142074585},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5708584785461426},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42676717042922974},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.413728803396225},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40691906213760376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3275804817676544},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3482632.3484105","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3482632.3484105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Information Systems and Computer Aided Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4099999964237213,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2520504876"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4244478748","https://openalex.org/W2910064364","https://openalex.org/W4200136508"],"abstract_inverted_index":{"The":[0,94,106],"changes":[1],"of":[2,27,79,96,122,131],"cloud":[3,28,33,54,86,123,141],"computing":[4,29,34,55,87,124,142],"resources":[5,88],"are":[6,65,89],"dynamic":[7],"and":[8,58,83,138],"random.":[9],"It":[10],"is":[11,44,50,72,101],"difficult":[12],"to":[13,23,52,74],"obtain":[14],"ideal":[15],"prediction":[16,99,120,136],"results":[17,107],"by":[18,91,103],"traditional":[19],"algorithms.":[20],"In":[21],"order":[22],"improve":[24],"the":[25,62,67,76,80,85,97,110,119,129,135,140],"accuracy":[26,121],"resource":[30,35,56,63,132,143],"prediction,":[31,133,144],"a":[32,145],"load":[36,81,98,113],"forecasting":[37,114],"model":[38,100,115],"based":[39],"on":[40],"data":[41,47,64,92,111],"mining":[42,48],"technology":[43,49],"proposed.":[45],"Firstly,":[46],"used":[51,73],"collect":[53],"data,":[57],"normalized":[59],"processing,":[60],"then":[61],"trained,":[66],"improved":[68],"ant":[69],"colony":[70],"algorithm":[71],"select":[75],"optimal":[77],"parameters":[78],"model,":[82],"finally":[84],"completed":[90],"clustering.":[93],"effectiveness":[95],"determined":[102],"simulation":[104],"experiments.":[105],"show":[108],"that":[109],"mining-based":[112],"not":[116],"only":[117],"improves":[118,134],"resources,":[125],"but":[126],"also":[127],"reduces":[128],"complexity":[130],"efficiency,":[137],"provides":[139],"new":[146],"modeling":[147],"approach.":[148]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}