{"id":"https://openalex.org/W2965661747","doi":"https://doi.org/10.1177/1550147719867864","title":"Data cache optimization model based on cyclic genetic ant colony algorithm in edge computing environment","display_name":"Data cache optimization model based on cyclic genetic ant colony algorithm in edge computing environment","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2965661747","doi":"https://doi.org/10.1177/1550147719867864","mag":"2965661747"},"language":"en","primary_location":{"id":"doi:10.1177/1550147719867864","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147719867864","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147719867864","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147719867864","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018288510","display_name":"Danyue Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danyue Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101498902","display_name":"Xingshuo An","orcid":"https://orcid.org/0000-0003-2347-3145"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingshuo An","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024008850","display_name":"Xianwei Zhou","orcid":"https://orcid.org/0000-0001-7604-3654"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianwei Zhou","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110259917","display_name":"Xing L\u00fc","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xing L\u00fc","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-2279-2021","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, P.R. China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110259917"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":2.4158,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.89918517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"8","first_page":"155014771986786","last_page":"155014771986786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9991999864578247,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9126065969467163},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.8320766687393188},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.6152422428131104},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5863653421401978},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5129851698875427},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4901040494441986},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.45784467458724976},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.44172969460487366},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4327293038368225},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.42878198623657227},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.424416184425354},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3773121237754822},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3723897337913513},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.3674314320087433},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24697309732437134},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.13531038165092468},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12502917647361755},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11254358291625977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9126065969467163},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.8320766687393188},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.6152422428131104},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5863653421401978},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5129851698875427},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4901040494441986},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.45784467458724976},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.44172969460487366},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4327293038368225},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.42878198623657227},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.424416184425354},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3773121237754822},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3723897337913513},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.3674314320087433},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24697309732437134},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.13531038165092468},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12502917647361755},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11254358291625977},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147719867864","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147719867864","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147719867864","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:15:y:2019:i:8:p:1550147719867864","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147719867864","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:3041a64f9e32431b89ffcd81b53faa3b","is_oa":true,"landing_page_url":"https://doaj.org/article/3041a64f9e32431b89ffcd81b53faa3b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 15 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147719867864","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147719867864","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147719867864","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965661747.pdf","grobid_xml":"https://content.openalex.org/works/W2965661747.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W124114337","https://openalex.org/W260228470","https://openalex.org/W1630099982","https://openalex.org/W1678884566","https://openalex.org/W1973767013","https://openalex.org/W2153268908","https://openalex.org/W2275530856","https://openalex.org/W2398416149","https://openalex.org/W2416799949","https://openalex.org/W2615926310","https://openalex.org/W2619667520","https://openalex.org/W2738362612","https://openalex.org/W2773571209","https://openalex.org/W2792244469","https://openalex.org/W2810614671","https://openalex.org/W2869903415","https://openalex.org/W2885906471","https://openalex.org/W2896252239","https://openalex.org/W2898053673","https://openalex.org/W2899036885","https://openalex.org/W2900151852","https://openalex.org/W2962766183","https://openalex.org/W3022772336","https://openalex.org/W4205172136","https://openalex.org/W4206916390","https://openalex.org/W4230658605","https://openalex.org/W4402219199"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"Edge":[0],"computing":[1,73],"has":[2,45],"recently":[3],"emerged":[4],"as":[5,85],"an":[6],"important":[7],"paradigm":[8],"to":[9,16,55,115],"bring":[10],"filtering,":[11],"processing,":[12],"and":[13,29,82,136,151,156],"caching":[14,51,68,94,121],"resources":[15],"the":[17,23,42,57,71,117,125,143,147,153,157],"edge":[18,43,60,72],"of":[19,26,59],"networks.":[20],"However,":[21],"with":[22],"increasing":[24],"popularity":[25],"augmented":[27],"reality":[28,31],"virtual":[30],"application,":[32],"user":[33],"requirements":[34],"on":[35,99],"data":[36,50,67,76,79,83,93,100,104,120],"access":[37,77,80,101],"speed":[38],"have":[39],"increased.":[40],"Since":[41],"node":[44],"limited":[46],"cache":[47,130,148],"space,":[48],"efficient":[49],"model":[52,69,89,144],"is":[53,113],"needed":[54],"improve":[56,146],"performance":[58,128],"computing.":[61],"We":[62,123],"propose":[63],"a":[64,108],"multi-objective":[65,118],"optimization":[66,86,119],"in":[70],"environment":[74],"using":[75],"counts,":[78],"frequency,":[81],"size":[84],"goals.":[87],"Our":[88],"differs":[90],"from":[91],"previous":[92],"schemes":[95],"that":[96,142],"focused":[97],"only":[98],"counts":[102],"or":[103],"size.":[105],"In":[106],"addition,":[107],"cyclic":[109],"genetic":[110],"ant":[111],"algorithm":[112],"proposed":[114],"solve":[116],"model.":[122],"compare":[124],"following":[126],"three":[127],"indicators:":[129],"hit":[131,149],"ratio,":[132],"average":[133],"response":[134,154],"speed,":[135],"bandwidth":[137,158],"cost.":[138,159],"Simulation":[139],"results":[140],"show":[141],"can":[145],"ratio":[150],"reduce":[152],"latency":[155]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
