{"id":"https://openalex.org/W2999994965","doi":"https://doi.org/10.1109/access.2020.2965249","title":"An Incremental Learning Based Edge Caching System: From Modeling to Evaluation","display_name":"An Incremental Learning Based Edge Caching System: From Modeling to Evaluation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2999994965","doi":"https://doi.org/10.1109/access.2020.2965249","mag":"2999994965"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954696.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954696.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038937699","display_name":"Guangping Xu","orcid":"https://orcid.org/0000-0001-5221-0331"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"funder","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangping Xu","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101455931","display_name":"Bo Tang","orcid":"https://orcid.org/0000-0001-9786-8575"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"funder","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Tang","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103030227","display_name":"Liming Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"funder","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Yuan","raw_affiliation_strings":["Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100640096","display_name":"Yanbing Xue","orcid":"https://orcid.org/0000-0003-2249-1480"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"funder","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbing Xue","raw_affiliation_strings":["Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101736823","display_name":"Zan Gao","orcid":"https://orcid.org/0000-0001-6970-491X"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"funder","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zan Gao","raw_affiliation_strings":["Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050604758","display_name":"Salwa Mostafa","orcid":"https://orcid.org/0000-0003-1843-4096"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"funder","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Salwa Mostafa","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047626052","display_name":"Chi Wan Sung","orcid":"https://orcid.org/0000-0001-7468-9793"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"funder","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi Wan Sung","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.638,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":5,"citation_normalized_percentile":{"value":0.685535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":80},"biblio":{"volume":"8","issue":null,"first_page":"12499","last_page":"12509"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":1.0,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9954,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9859,"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/edge-device","display_name":"Edge device","score":0.48351744},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.43798712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.92372},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7813674},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6809635},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48916724},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.48351744},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.43798712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33312285},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32274982},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16673267},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09057477},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954696.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/1ac51ecfcbcd418685e0acc59fa6accb","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":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2965249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08954696.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320309893","funder_display_name":"City University of Hong Kong","award_id":"7005225"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"6120123"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61170301"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61971309"},{"funder":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City","award_id":"18JCYBJC85500"},{"funder":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City","award_id":"18JCYBJC84800"},{"funder":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City","award_id":"17JCYBJC15600"},{"funder":"https://openalex.org/F4320326709","funder_display_name":"Tianjin Municipal Education Commission","award_id":"2017KJ255"}],"datasets":[],"versions":[],"referenced_works_count":29,"referenced_works":["https://openalex.org/W1881610084","https://openalex.org/W1904826605","https://openalex.org/W2051818334","https://openalex.org/W2099419573","https://openalex.org/W2131889098","https://openalex.org/W2160512933","https://openalex.org/W2305135388","https://openalex.org/W2343448572","https://openalex.org/W2415391790","https://openalex.org/W2491602136","https://openalex.org/W2604771015","https://openalex.org/W2624989916","https://openalex.org/W2746390786","https://openalex.org/W2758219826","https://openalex.org/W2798520214","https://openalex.org/W2898017895","https://openalex.org/W2900509250","https://openalex.org/W2912847086","https://openalex.org/W2963531342","https://openalex.org/W2963805280","https://openalex.org/W2963979055","https://openalex.org/W2969218621","https://openalex.org/W2977047896","https://openalex.org/W2982432601","https://openalex.org/W2990584822","https://openalex.org/W3003253354","https://openalex.org/W3102015031","https://openalex.org/W4229685812","https://openalex.org/W4241687679"],"related_works":["https://openalex.org/W4313339048","https://openalex.org/W3201779876","https://openalex.org/W3191964704","https://openalex.org/W3176734149","https://openalex.org/W3162654428","https://openalex.org/W3113627641","https://openalex.org/W3083220997","https://openalex.org/W2918879532","https://openalex.org/W2901937988","https://openalex.org/W2885461866"],"abstract_inverted_index":{"Caches":[0],"are":[1],"widely":[2],"applied":[3],"to":[4,30,74,80,82,105,145,150,152],"improve":[5],"data":[6,45,123],"delivery":[7,17],"performance":[8,168],"in":[9,24,120,124],"distributed":[10],"systems":[11],"like":[12],"edge":[13,70,136],"networks":[14,18,26],"and":[15,50,149,165],"content":[16,39],"(CDNs).":[19],"We":[20,156],"consider":[21],"caching":[22,71,137,192],"mechanism":[23],"those":[25],"that":[27,177],"deliver":[28],"contents":[29],"end":[31],"users.":[32],"The":[33,42,139,173],"challenge":[34],"comes":[35],"from":[36,89],"the":[37,55,59,86,90,114,190],"dynamic":[38,153,186],"distribution":[40,43],"problem.":[41],"of":[44,58,102,116],"popularity":[46],"is":[47,92,143],"highly":[48],"skewed":[49],"changing":[51],"over":[52,64],"time.":[53,65],"Besides,":[54,94],"access":[56],"pattern":[57],"user":[60,110],"requests":[61],"also":[62],"varies":[63],"Some":[66],"learning":[67,118,131,141,160],"algorithms":[68],"for":[69,108,185],"problems":[72],"need":[73],"rebuild":[75],"a":[76,99],"new":[77],"model":[78,96],"periodically":[79],"adapt":[81,151],"system":[83,163],"dynamics,":[84],"where":[85],"knowledge":[87,148],"learned":[88],"past":[91],"discarded.":[93],"each":[95],"updating":[97],"needs":[98],"large":[100],"amount":[101],"data,":[103],"leading":[104],"outdated":[106],"models":[107],"consecutive":[109],"requests.":[111],"Inspired":[112],"by":[113],"success":[115],"incremental":[117,130,140,159],"approaches":[119],"processing":[121],"massive":[122],"real":[125],"time,":[126],"we":[127],"propose":[128],"an":[129,135],"based":[132,161],"framework":[133],"at":[134],"server.":[138],"algorithm":[142,179],"used":[144],"preserve":[146],"valuable":[147],"workloads":[154,187],"faster.":[155],"implement":[157],"our":[158,178],"cache":[162,182],"prototype":[164],"evaluate":[166],"its":[167],"under":[169],"various":[170],"real-world":[171],"workloads.":[172],"experimental":[174],"results":[175],"show":[176],"can":[180],"boost":[181],"hit":[183],"ratio":[184],"compared":[188],"with":[189],"state-of-the-art":[191],"algorithms.":[193]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2999994965","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-04-25T03:26:55.138082","created_date":"2020-01-23"}