{"id":"https://openalex.org/W3009153785","doi":"https://doi.org/10.1109/icoin48656.2020.9016437","title":"Deep Learning-based Predictive Caching in the Edge of a Network","display_name":"Deep Learning-based Predictive Caching in the Edge of a Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3009153785","doi":"https://doi.org/10.1109/icoin48656.2020.9016437","mag":"3009153785"},"language":"en","primary_location":{"id":"doi:10.1109/icoin48656.2020.9016437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin48656.2020.9016437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Deep_Learning-based_Predictive_Caching_in_the_Edge_of_a_Network/23813358","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065453567","display_name":"Saidur Rahman","orcid":"https://orcid.org/0000-0002-1589-9288"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Saidur Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051981813","display_name":"Md. Golam Rabiul Alam","orcid":"https://orcid.org/0000-0002-9054-7557"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Golam Rabiul Alam","raw_affiliation_strings":["Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100699811","display_name":"Md. Mahbubur Rahman","orcid":"https://orcid.org/0009-0006-9891-125X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md. Mahbubur Rahman","raw_affiliation_strings":["Department of Computer Science and Engineering, Military Institute of Science and Technology (MIST), Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Military Institute of Science and Technology (MIST), Dhaka, Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065453567"],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":2.5871,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90002238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"797","last_page":"801"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"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":0.9998999834060669,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9718000292778015,"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":0.8785476684570312},{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.8649399280548096},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.8261913061141968},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7023566365242004},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6075358390808105},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5481238961219788},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5479970574378967},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43428581953048706},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.4161780774593353},{"id":"https://openalex.org/keywords/web-content","display_name":"Web content","score":0.4161500334739685},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35658714175224304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33379775285720825},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.3301682472229004},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.28322136402130127},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2625080943107605},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.21204474568367004},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20968976616859436},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.14595794677734375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8785476684570312},{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.8649399280548096},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.8261913061141968},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7023566365242004},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6075358390808105},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5481238961219788},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5479970574378967},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43428581953048706},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.4161780774593353},{"id":"https://openalex.org/C2776324614","wikidata":"https://www.wikidata.org/wiki/Q3948731","display_name":"Web content","level":3,"score":0.4161500334739685},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35658714175224304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33379775285720825},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3301682472229004},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.28322136402130127},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2625080943107605},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.21204474568367004},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20968976616859436},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.14595794677734375}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icoin48656.2020.9016437","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin48656.2020.9016437","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/23813358","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Deep_Learning-based_Predictive_Caching_in_the_Edge_of_a_Network/23813358","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/23813358","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Deep_Learning-based_Predictive_Caching_in_the_Edge_of_a_Network/23813358","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2115519224","https://openalex.org/W2327853039","https://openalex.org/W2420559854","https://openalex.org/W2491602136","https://openalex.org/W2575485168","https://openalex.org/W2767547957","https://openalex.org/W2771556079","https://openalex.org/W2805358920","https://openalex.org/W2833256931","https://openalex.org/W2962850461","https://openalex.org/W3125952634"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489","https://openalex.org/W3214037210"],"abstract_inverted_index":{"Edge":[0,195],"computing":[1],"can":[2,29,107],"allow":[3],"seamless":[4,109],"online":[5],"content":[6,34,45,80,111,125],"streaming":[7],"for":[8],"users":[9,19,28,106],"because":[10],"edge":[11,65,128],"devices":[12],"are":[13],"usually":[14],"placed":[15],"closer":[16],"to":[17,96,99,123,182,188],"the":[18,21,33,37,44,50,61,76,88,127,147,162,175,178,191,194,198],"than":[20,36],"cloud":[22,51],"data":[23],"storage.":[24],"As":[25],"a":[26,56,72,85,118,155,165],"result,":[27],"be":[30,97],"provided":[31,47],"with":[32],"faster":[35],"time":[38],"it":[39],"would":[40],"have":[41],"required":[42],"if":[43],"was":[46],"directly":[48],"from":[49],"server.":[52],"However,":[53],"there":[54,69],"is":[55,154],"finite":[57],"storage":[58],"space":[59],"in":[60,75,87,126,190],"cache":[62,100,192],"of":[63,78,90,160,164,177,193],"an":[64,171],"device":[66,196],"and":[67,83],"since":[68],"has":[70],"been":[71],"rapid":[73],"growth":[74,86],"amount":[77],"web":[79,110,166],"generated":[81],"daily":[82],"also":[84],"number":[89],"users,":[91],"therefore,":[92],"smarter":[93],"decisions":[94,184],"need":[95],"made":[98],"contents":[101,187],"effectively":[102],"so":[103],"that":[104,173],"maximum":[105],"enjoy":[108],"streaming.":[112],"In":[113],"this":[114],"paper,":[115],"we":[116],"propose":[117,170],"Deep":[119,179],"Learning-based":[120],"caching":[121],"strategy":[122],"store":[124,189],"network.":[129],"Our":[130],"proposed":[131],"method":[132],"uses":[133,174],"Recurrent":[134],"Neural":[135],"Network":[136,199],"model":[137,181],"using":[138],"Long":[139],"Short":[140],"Term":[141],"Memory":[142],"(LSTM)":[143],"cells":[144],"trained":[145],"on":[146],"MovieLens":[148],"20M":[149],"dataset.":[150],"The":[151],"end":[152],"result":[153],"robust":[156],"learning":[157],"algorithm":[158,172],"capable":[159],"predicting":[161],"popularity":[163],"content.":[167],"We":[168],"then":[169],"results":[176],"Learning":[180],"make":[183],"about":[185],"which":[186],"at":[197],"Edge.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}