{"id":"https://openalex.org/W2943298992","doi":"https://doi.org/10.23919/icact.2019.8701922","title":"DBN Based Cloud Service Response Time Prediction Method","display_name":"DBN Based Cloud Service Response Time Prediction Method","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2943298992","doi":"https://doi.org/10.23919/icact.2019.8701922","mag":"2943298992"},"language":"en","primary_location":{"id":"doi:10.23919/icact.2019.8701922","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2019.8701922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103249831","display_name":"Yan Gao","orcid":"https://orcid.org/0000-0002-3846-4199"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Gao","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101860052","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0002-1971-3209"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["Software College, Northeastern University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022526666","display_name":"Si Wang","orcid":"https://orcid.org/0000-0002-5704-0981"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044361097","display_name":"Anxiang Ma","orcid":"https://orcid.org/0009-0007-4290-8171"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anxiang Ma","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9858999848365784,"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":0.9203357696533203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7663301825523376},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.6897123456001282},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.6620029211044312},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.598602294921875},{"id":"https://openalex.org/keywords/cloud-testing","display_name":"Cloud testing","score":0.4865550100803375},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4791412055492401},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39853766560554504},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.2504346966743469},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08402693271636963}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9203357696533203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663301825523376},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.6897123456001282},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6620029211044312},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.598602294921875},{"id":"https://openalex.org/C120115606","wikidata":"https://www.wikidata.org/wiki/Q5135723","display_name":"Cloud testing","level":4,"score":0.4865550100803375},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4791412055492401},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39853766560554504},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.2504346966743469},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08402693271636963},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact.2019.8701922","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact.2019.8701922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.47999998927116394}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1988797755","https://openalex.org/W2038053785","https://openalex.org/W2069320763","https://openalex.org/W2081117277","https://openalex.org/W2109971856","https://openalex.org/W2136922672","https://openalex.org/W2165991108","https://openalex.org/W2506822277","https://openalex.org/W2792111260","https://openalex.org/W2963168978"],"related_works":["https://openalex.org/W2182626659","https://openalex.org/W2409372667","https://openalex.org/W2279599515","https://openalex.org/W2162363243","https://openalex.org/W2578079388","https://openalex.org/W2468622191","https://openalex.org/W2950463207","https://openalex.org/W572531444","https://openalex.org/W2921575628","https://openalex.org/W2065963693"],"abstract_inverted_index":{"Cloud":[0],"resources":[1,34],"are":[2],"taken":[3],"the":[4,46,106,112,115],"pay-as-you-go":[5],"model,":[6],"so":[7],"cloud":[8,15,27,49,64,71,86,98],"service":[9,16,28,50,65,72,87,99],"providers":[10],"expect":[11],"to":[12,25,62],"provide":[13],"better":[14],"performance":[17,29,51],"at":[18,45],"fewer":[19],"virtual":[20,32,94],"machine":[21,33,95],"resources.":[22,96],"Therefore,":[23],"how":[24],"predict":[26],"under":[30],"given":[31],"and":[35,67,93],"concurrent":[36,91],"requests":[37,92],"has":[38],"become":[39],"a":[40,69,80],"hot":[41],"research":[42],"issue.":[43],"Aiming":[44],"problem":[47],"of":[48,114],"prediction,":[52],"this":[53],"paper":[54],"takes":[55],"response":[56,73,88,100],"time":[57,74,89,101],"as":[58],"an":[59],"important":[60],"indicator":[61],"measure":[63],"performance,":[66],"proposes":[68],"DBN-based":[70],"prediction":[75],"method.":[76,117],"This":[77],"method":[78],"establishes":[79],"DBN":[81],"based":[82,104],"mapping":[83,107],"model":[84],"between":[85],"with":[90],"The":[97,109],"is":[102],"predicted":[103],"on":[105],"model.":[108],"experiments":[110],"show":[111],"effectiveness":[113],"proposed":[116]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
