{"id":"https://openalex.org/W3128064573","doi":"https://doi.org/10.1109/ants50601.2020.9342790","title":"Machine Learning and Caching based Efficient Data Retrieval Framework","display_name":"Machine Learning and Caching based Efficient Data Retrieval Framework","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3128064573","doi":"https://doi.org/10.1109/ants50601.2020.9342790","mag":"3128064573"},"language":"en","primary_location":{"id":"doi:10.1109/ants50601.2020.9342790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants50601.2020.9342790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-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/A5101547829","display_name":"Shashwat Mishra","orcid":"https://orcid.org/0000-0002-4689-0286"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashwat Mishra","raw_affiliation_strings":["BITS Pilani, K.K. Birla Goa Campus, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BITS Pilani, K.K. Birla Goa Campus, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076406369","display_name":"Rahul Bajpai","orcid":"https://orcid.org/0000-0001-9848-0783"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Bajpai","raw_affiliation_strings":["BITS Pilani, K.K. Birla Goa Campus, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BITS Pilani, K.K. Birla Goa Campus, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075828528","display_name":"Naveen Gupta","orcid":"https://orcid.org/0000-0001-8539-2346"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Naveen Gupta","raw_affiliation_strings":["BITS Pilani, K.K. Birla Goa Campus, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BITS Pilani, K.K. Birla Goa Campus, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021960700","display_name":"Vibhutesh Kumar Singh","orcid":"https://orcid.org/0000-0001-8054-4742"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Vibhutesh Kumar Singh","raw_affiliation_strings":["School of Electrical and Electronic Engineering, University College Dublin, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1621,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57748321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":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/T10203","display_name":"Recommender Systems and Techniques","score":0.991100013256073,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9890999794006348,"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":0.8731548190116882},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6548528671264648},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6043546795845032},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5487282872200012},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5393497943878174},{"id":"https://openalex.org/keywords/data-retrieval","display_name":"Data retrieval","score":0.4525276720523834},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.437495619058609},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.42567938566207886},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3775371015071869},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3478797376155853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3250012993812561},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3163911700248718},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21035099029541016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8731548190116882},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6548528671264648},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6043546795845032},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5487282872200012},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5393497943878174},{"id":"https://openalex.org/C551230270","wikidata":"https://www.wikidata.org/wiki/Q4368942","display_name":"Data retrieval","level":2,"score":0.4525276720523834},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.437495619058609},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.42567938566207886},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3775371015071869},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3478797376155853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3250012993812561},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3163911700248718},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21035099029541016},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants50601.2020.9342790","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants50601.2020.9342790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1901355268","https://openalex.org/W2301955098","https://openalex.org/W2604566956","https://openalex.org/W2774631097","https://openalex.org/W2921964984","https://openalex.org/W2962743584","https://openalex.org/W2964316812","https://openalex.org/W2969211870","https://openalex.org/W2977135810","https://openalex.org/W2991489923","https://openalex.org/W3004195166","https://openalex.org/W3014640104","https://openalex.org/W3117140277"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"The":[0,144],"explosive":[1],"growth":[2],"of":[3,19,44,83,107,113,120,132,159,173,192],"wireless":[4],"data":[5,30,36,45,97,187],"and":[6,15,63,78,85,135],"traffic,":[7],"accompanied":[8],"by":[9,49,117],"the":[10,16,29,34,58,80,105,108,111,118,129,133,153,157,164,185],"rapid":[11],"advancements":[12],"in":[13,152,190],"intelligence":[14],"processing":[17],"power":[18],"user":[20],"equipments":[21],"(UEs),":[22],"poses":[23],"a":[24,61,89,125,138,148,168],"very":[25],"difficult":[26],"challenge":[27],"to":[28,32,155,162],"providers":[31,60],"maintain":[33],"high":[35],"rate":[37],"with":[38],"sustainable":[39],"quality-of-service":[40],"(QoS).":[41],"A":[42],"lot":[43],"can":[46],"be":[47],"saved":[48],"using":[50,79],"caching":[51,102],"based":[52,103],"communication":[53],"techniques,":[54],"which":[55,127,163],"would":[56],"save":[57],"service":[59],"fortune":[62],"will":[64],"make":[65],"internet":[66],"connectivity":[67],"even":[68],"more":[69],"affordable.":[70],"Also,":[71],"there":[72],"is":[73,115,128,142,171],"room":[74],"for":[75],"saving":[76],"bandwidth":[77],"limited":[81],"number":[82,119],"servers":[84],"towers":[86],"efficiently":[87],"outputting":[88],"steadily":[90],"healthy":[91],"QoS.":[92],"We":[93],"propose":[94],"an":[95],"efficient":[96],"retrieval":[98,188],"framework":[99,146],"that":[100,180],"uses":[101,147],"on":[104],"popularity":[106,112,158],"pages":[109,114,160],"where":[110],"determined":[116],"hits":[121],"it":[122],"gets":[123],"over":[124],"month,":[126],"learning":[130],"phase":[131],"model":[134,183],"how":[136],"frequently":[137],"given":[139,169],"web":[140],"page":[141,170],"requested.":[143],"proposed":[145,182],"causal":[149],"decision":[150],"tree":[151],"background":[154],"determine":[156],"according":[161],"algorithm":[165],"decides":[166],"whether":[167],"worthy":[172],"being":[174],"cached":[175],"or":[176],"not.":[177],"Results":[178],"show":[179],"our":[181],"outperforms":[184],"conventional":[186],"models":[189],"terms":[191],"cache":[193],"missed":[194],"probability.":[195]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}