{"id":"https://openalex.org/W2948014336","doi":"https://doi.org/10.1109/tii.2019.2919268","title":"Stochastic Configuration Networks Based Adaptive Storage Replica Management for Power Big Data Processing","display_name":"Stochastic Configuration Networks Based Adaptive Storage Replica Management for Power Big Data Processing","publication_year":2019,"publication_date":"2019-05-27","ids":{"openalex":"https://openalex.org/W2948014336","doi":"https://doi.org/10.1109/tii.2019.2919268","mag":"2948014336"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2919268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2919268","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5108051852","display_name":"Changqin Huang","orcid":"https://orcid.org/0000-0003-1371-2608"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changqin Huang","raw_affiliation_strings":["Department of Educational Technology, Zhejiang Normal University, Jinhua, China"],"raw_orcid":"https://orcid.org/0000-0003-1371-2608","affiliations":[{"raw_affiliation_string":"Department of Educational Technology, Zhejiang Normal University, Jinhua, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061417406","display_name":"Qionghao Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qionghao Huang","raw_affiliation_strings":["School of Information Technology in Education, South China Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5041-6093","affiliations":[{"raw_affiliation_string":"School of Information Technology in Education, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101543120","display_name":"Dianhui Wang","orcid":"https://orcid.org/0000-0002-5356-7268"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dianhui Wang","raw_affiliation_strings":["Department of Computer Science and Information Technology, La Trobe University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5356-7268","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, La Trobe University, Melbourne, Australia","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108051852"],"corresponding_institution_ids":["https://openalex.org/I135237710"],"apc_list":null,"apc_paid":null,"fwci":13.3895,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.98696869,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"16","issue":"1","first_page":"373","last_page":"383"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9973999857902527,"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/T11478","display_name":"Caching and Content Delivery","score":0.9973000288009644,"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":0.7530359029769897},{"id":"https://openalex.org/keywords/replica","display_name":"Replica","score":0.7451505064964294},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7036005854606628},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6030035018920898},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5313271880149841},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.5058424472808838},{"id":"https://openalex.org/keywords/distributed-data-store","display_name":"Distributed data store","score":0.4888450503349304},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.45930373668670654},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.43971869349479675},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.43843764066696167},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4376535713672638},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4206407368183136},{"id":"https://openalex.org/keywords/distributed-power","display_name":"Distributed power","score":0.4199592173099518},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.41541755199432373},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31230059266090393},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2929985523223877},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2510676980018616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2382315993309021},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11511972546577454},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10753661394119263}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7530359029769897},{"id":"https://openalex.org/C2775937380","wikidata":"https://www.wikidata.org/wiki/Q1232589","display_name":"Replica","level":2,"score":0.7451505064964294},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7036005854606628},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6030035018920898},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5313271880149841},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.5058424472808838},{"id":"https://openalex.org/C24885549","wikidata":"https://www.wikidata.org/wiki/Q339678","display_name":"Distributed data store","level":2,"score":0.4888450503349304},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.45930373668670654},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.43971869349479675},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.43843764066696167},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4376535713672638},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4206407368183136},{"id":"https://openalex.org/C36877392","wikidata":"https://www.wikidata.org/wiki/Q1229571","display_name":"Distributed power","level":3,"score":0.4199592173099518},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.41541755199432373},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31230059266090393},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2929985523223877},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2510676980018616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2382315993309021},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11511972546577454},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10753661394119263},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2019.2919268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2919268","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G3243697213","display_name":null,"funder_award_id":"201904010393","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G8934927558","display_name":null,"funder_award_id":"61877020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1522584278","https://openalex.org/W1969299781","https://openalex.org/W1995825765","https://openalex.org/W1997182427","https://openalex.org/W2004255221","https://openalex.org/W2121602656","https://openalex.org/W2154983209","https://openalex.org/W2157371713","https://openalex.org/W2161883415","https://openalex.org/W2267569004","https://openalex.org/W2323435167","https://openalex.org/W2328683214","https://openalex.org/W2337145305","https://openalex.org/W2381437990","https://openalex.org/W2385378298","https://openalex.org/W2465698270","https://openalex.org/W2509045969","https://openalex.org/W2514903821","https://openalex.org/W2521409535","https://openalex.org/W2537789422","https://openalex.org/W2548996269","https://openalex.org/W2560135762","https://openalex.org/W2573587735","https://openalex.org/W2574497697","https://openalex.org/W2593382986","https://openalex.org/W2604783387","https://openalex.org/W2607319813","https://openalex.org/W2611310689","https://openalex.org/W2618014212","https://openalex.org/W2744714418","https://openalex.org/W2762453390","https://openalex.org/W2769557912","https://openalex.org/W2793835039","https://openalex.org/W2804813635","https://openalex.org/W2804822070","https://openalex.org/W2971949627","https://openalex.org/W6678457053","https://openalex.org/W6736413256","https://openalex.org/W6767779229","https://openalex.org/W7021154838"],"related_works":["https://openalex.org/W3013979739","https://openalex.org/W2655578171","https://openalex.org/W2552083296","https://openalex.org/W1587397813","https://openalex.org/W808103542","https://openalex.org/W2966540017","https://openalex.org/W4312330875","https://openalex.org/W4387801781","https://openalex.org/W4389372622","https://openalex.org/W2074980384"],"abstract_inverted_index":{"In":[0,43],"the":[1,33,66,70,98,105,124,135,146,167,183],"power":[2,51,109,147,156,164,177],"industry,":[3],"processing":[4,38],"business":[5],"big":[6,28,178],"data":[7,29,71,81,110,116,179],"from":[8],"geographically":[9],"distributed":[10],"locations,":[11],"such":[12],"as":[13,19,85],"online":[14],"line-loss":[15],"analysis,":[16],"has":[17],"emerged":[18],"an":[20,154],"important":[21],"application.":[22],"How":[23],"to":[24,31,79,103,122],"achieve":[25],"highly":[26],"efficient":[27],"storage":[30,52,180],"meet":[32],"requirements":[34],"of":[35,108,115,126,158],"low":[36],"latency":[37],"applications":[39],"is":[40,101,120,138],"quite":[41],"challenging.":[42],"this":[44],"paper,":[45],"we":[46],"propose":[47],"a":[48,86,113,130],"novel":[49],"adaptive":[50],"replica":[53,117],"management":[54,118],"system,":[55],"named":[56],"PARMS,":[57],"based":[58],"on":[59,194],"stochastic":[60],"configuration":[61],"networks":[62],"(SCNs),":[63],"in":[64,153],"which":[65],"network":[67],"traffic":[68,106],"and":[69,94,129,166,182],"center":[72],"(DC)":[73],"geodistribution":[74],"are":[75,150,190],"taken":[76],"into":[77],"consideration":[78],"improve":[80],"real-time":[82],"processing.":[83],"First,":[84],"fast":[87],"learning":[88],"model":[89,100],"with":[90,176],"less":[91],"computation":[92],"burden":[93],"sound":[95],"prediction":[96],"performance,":[97],"SCN":[99],"employed":[102],"estimate":[104],"state":[107],"networks.":[111],"Then,":[112],"series":[114],"algorithms":[119],"proposed":[121,136,172],"lower":[123],"effects":[125],"limited":[127],"bandwidths":[128],"fixed":[131],"underlying":[132],"infrastructure.":[133],"Finally,":[134],"PARMS":[137],"implemented":[139],"using":[140],"data-parallel":[141],"computing":[142],"frameworks":[143],"(DCFs)":[144],"for":[145],"industry.":[148],"Experiments":[149],"carried":[151],"out":[152],"electric":[155],"corporation":[157],"230":[159],"million":[160],"users,":[161],"China":[162],"Southern":[163],"grid,":[165],"results":[168],"show":[169],"that":[170],"our":[171],"solution":[173],"can":[174],"deal":[175],"efficiently":[181],"job":[184],"completion":[185],"times":[186],"across":[187],"geodistributed":[188],"DCs":[189],"reduced":[191],"by":[192],"12.19%":[193],"average.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}