{"id":"https://openalex.org/W3181189141","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473809","title":"Benchmarking Classical and AI-based Caching Strategies in Internet of Vehicles","display_name":"Benchmarking Classical and AI-based Caching Strategies in Internet of Vehicles","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3181189141","doi":"https://doi.org/10.1109/iccworkshops50388.2021.9473809","mag":"3181189141"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops50388.2021.9473809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5032137639","display_name":"Soufiane Oualil","orcid":null},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Soufiane Oualil","raw_affiliation_strings":["Hassan II University, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hassan II University, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083319793","display_name":"Rachid Oucheikh","orcid":"https://orcid.org/0000-0001-9996-9759"},"institutions":[{"id":"https://openalex.org/I94616838","display_name":"J\u00f6nk\u00f6ping University","ror":"https://ror.org/03t54am93","country_code":"SE","type":"education","lineage":["https://openalex.org/I94616838"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rachid Oucheikh","raw_affiliation_strings":["J\u00f6nk\u00f6ping University, J\u00f6nk\u00f6ping, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J\u00f6nk\u00f6ping University, J\u00f6nk\u00f6ping, Sweden","institution_ids":["https://openalex.org/I94616838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057256515","display_name":"Mohamed El Kamili","orcid":"https://orcid.org/0000-0001-8039-684X"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Kamili","raw_affiliation_strings":["Hassan II University, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hassan II University, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091770877","display_name":"Isma\u00efl Berrada","orcid":"https://orcid.org/0000-0003-4225-911X"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ismail Berrada","raw_affiliation_strings":["Mohammed VI Polytechnic University, Benguerir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed VI Polytechnic University, Benguerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5426,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54287159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"518","issue":null,"first_page":"1","last_page":"6"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9879999756813049,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.978600025177002,"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":0.8569382429122925},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6744319200515747},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6356333494186401},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5536808371543884},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5437787771224976},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5430306196212769},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5272440314292908},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5156994462013245},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.47031843662261963},{"id":"https://openalex.org/keywords/content-delivery","display_name":"Content delivery","score":0.4672902226448059},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.43045103549957275},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.4260457158088684},{"id":"https://openalex.org/keywords/content-delivery-network","display_name":"Content delivery network","score":0.4199599027633667},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37039706110954285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23071911931037903},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.14265626668930054},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09840953350067139}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8569382429122925},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6744319200515747},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6356333494186401},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5536808371543884},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5437787771224976},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5430306196212769},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5272440314292908},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5156994462013245},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.47031843662261963},{"id":"https://openalex.org/C2986847828","wikidata":"https://www.wikidata.org/wiki/Q269415","display_name":"Content delivery","level":2,"score":0.4672902226448059},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.43045103549957275},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.4260457158088684},{"id":"https://openalex.org/C2778898579","wikidata":"https://www.wikidata.org/wiki/Q72588","display_name":"Content delivery network","level":3,"score":0.4199599027633667},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37039706110954285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23071911931037903},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.14265626668930054},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09840953350067139},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops50388.2021.9473809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops50388.2021.9473809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W2029091717","https://openalex.org/W2041542784","https://openalex.org/W2078656000","https://openalex.org/W2101786389","https://openalex.org/W2145339207","https://openalex.org/W2165766008","https://openalex.org/W2169836945","https://openalex.org/W2173248099","https://openalex.org/W2747537200","https://openalex.org/W2786280301","https://openalex.org/W2794285707","https://openalex.org/W2883753518","https://openalex.org/W2894897107","https://openalex.org/W2914656440","https://openalex.org/W2916505646","https://openalex.org/W2955535572","https://openalex.org/W2957138300","https://openalex.org/W2963864421","https://openalex.org/W2981618170","https://openalex.org/W3022473268","https://openalex.org/W3117530117","https://openalex.org/W3132444044","https://openalex.org/W4229507690","https://openalex.org/W6791144224"],"related_works":["https://openalex.org/W2808454856","https://openalex.org/W4310188041","https://openalex.org/W2904607180","https://openalex.org/W2753988227","https://openalex.org/W3167707007","https://openalex.org/W2382204407","https://openalex.org/W2397822233","https://openalex.org/W4322761281","https://openalex.org/W2040022957","https://openalex.org/W2555431679"],"abstract_inverted_index":{"Edge":[0],"caching":[1,47,54,78,83,98,116],"has":[2],"emerged":[3],"as":[4],"a":[5,41,68,92,101,106,134],"promising":[6],"approach":[7],"to":[8,14,22,90,147,153],"deal":[9],"with":[10],"the":[11,16,24,33,72,81,96,109,140,149,154],"redundant":[12],"traffic,":[13],"improve":[15],"Quality":[17],"of":[18,29,37,123,156],"Service":[19],"(QoS)":[20],"and":[21,80,128],"optimize":[23],"energy":[25],"use":[26],"in":[27,61,121],"Internet":[28],"Vehicles":[30],"(IoV).":[31],"However,":[32],"intrinsic":[34],"storage":[35],"limitations":[36],"edge":[38,46,115,129,150],"servers":[39],"pose":[40],"critical":[42],"challenge":[43],"for":[44,85,94,100],"IoV":[45],"scheme.":[48],"To":[49],"solve":[50],"these":[51],"issues,":[52],"several":[53],"policy":[55],"management":[56],"techniques":[57,84],"have":[58],"been":[59],"proposed":[60],"literature.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"perform":[67],"systematic":[69],"comparison":[70],"among":[71],"recent":[73],"Artificial":[74],"Intelligence":[75],"(AI)":[76],"based":[77],"approaches":[79],"classical":[82],"IoV.":[86],"Our":[87],"objective":[88],"is":[89],"provide":[91],"roadmap":[93],"choosing":[95],"best":[97],"strategy":[99],"given":[102],"constrained":[103],"environment.":[104],"Through":[105],"practical":[107],"scenario,":[108],"simulation":[110],"results":[111],"show":[112],"that":[113],"AI-based":[114],"methods":[117],"achieve":[118],"high":[119],"performance":[120],"terms":[122],"total":[124],"content":[125],"access":[126],"cost":[127],"hit":[130,151],"rate":[131,152],"while":[132],"maintaining":[133],"relatively":[135],"low":[136],"average":[137],"delay.":[138],"On":[139],"other":[141],"hand,":[142],"hash":[143],"routing":[144],"strategies":[145],"tend":[146],"maximize":[148],"detriment":[155],"delivery":[157],"latency.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
