{"id":"https://openalex.org/W4407784095","doi":"https://doi.org/10.1109/comsnets63942.2025.10885719","title":"Smart-Wi-Cache: A Deep Learning Framework for Online Content Caching at the Wireless Edge","display_name":"Smart-Wi-Cache: A Deep Learning Framework for Online Content Caching at the Wireless Edge","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4407784095","doi":"https://doi.org/10.1109/comsnets63942.2025.10885719"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets63942.2025.10885719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","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/A5116346607","display_name":"Lalfakzuala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157823","display_name":"Government of Mizoram","ror":"https://ror.org/05xemz742","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210157823"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Lalfakzuala","raw_affiliation_strings":["NIT Mizoram,CIR"],"affiliations":[{"raw_affiliation_string":"NIT Mizoram,CIR","institution_ids":["https://openalex.org/I4210157823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076893595","display_name":"Lalhruaizela Chhangte","orcid":"https://orcid.org/0000-0001-6059-9535"},"institutions":[{"id":"https://openalex.org/I4210157823","display_name":"Government of Mizoram","ror":"https://ror.org/05xemz742","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210157823"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lalhruaizela Chhangte","raw_affiliation_strings":["NIT Mizoram,Dept. of CSE"],"affiliations":[{"raw_affiliation_string":"NIT Mizoram,Dept. of CSE","institution_ids":["https://openalex.org/I4210157823"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054523678","display_name":"K. Vanlalawmpuia","orcid":"https://orcid.org/0000-0001-5948-3236"},"institutions":[{"id":"https://openalex.org/I4210157823","display_name":"Government of Mizoram","ror":"https://ror.org/05xemz742","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210157823"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K Vanlalawmpuia","raw_affiliation_strings":["NIT Mizoram,Dept. of ECE"],"affiliations":[{"raw_affiliation_string":"NIT Mizoram,Dept. of ECE","institution_ids":["https://openalex.org/I4210157823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116346608","display_name":"Lalengmawia Chhangte","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157823","display_name":"Government of Mizoram","ror":"https://ror.org/05xemz742","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210157823"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lalengmawia Chhangte","raw_affiliation_strings":["NIT Mizoram,Dept. of CSE"],"affiliations":[{"raw_affiliation_string":"NIT Mizoram,Dept. of CSE","institution_ids":["https://openalex.org/I4210157823"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5116346607"],"corresponding_institution_ids":["https://openalex.org/I4210157823"],"apc_list":null,"apc_paid":null,"fwci":1.5567,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80502635,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9991000294685364,"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":0.9991000294685364,"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9478999972343445,"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":0.8266489505767822},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7957687973976135},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.563510000705719},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5117237567901611},{"id":"https://openalex.org/keywords/smart-cache","display_name":"Smart Cache","score":0.48868730664253235},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4695497155189514},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.4122001528739929},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37165674567222595},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.2960459589958191},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2041805386543274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12258288264274597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8266489505767822},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7957687973976135},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.563510000705719},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5117237567901611},{"id":"https://openalex.org/C167713795","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"Smart Cache","level":5,"score":0.48868730664253235},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4695497155189514},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.4122001528739929},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37165674567222595},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.2960459589958191},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2041805386543274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12258288264274597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets63942.2025.10885719","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1611674276","https://openalex.org/W1987225815","https://openalex.org/W1988834815","https://openalex.org/W2001414591","https://openalex.org/W2051773775","https://openalex.org/W2143007523","https://openalex.org/W2885965959","https://openalex.org/W2904358772","https://openalex.org/W2934046414","https://openalex.org/W2969372512","https://openalex.org/W2980080427","https://openalex.org/W3014297757","https://openalex.org/W3035965352","https://openalex.org/W3160327051","https://openalex.org/W3193825816","https://openalex.org/W4205160839","https://openalex.org/W4225816943","https://openalex.org/W4251286564","https://openalex.org/W4385245566","https://openalex.org/W6703928569"],"related_works":["https://openalex.org/W2031173804","https://openalex.org/W2114386333","https://openalex.org/W2509523906","https://openalex.org/W2363769136","https://openalex.org/W2148571123","https://openalex.org/W3085471909","https://openalex.org/W2041820064","https://openalex.org/W198173854","https://openalex.org/W2404820046","https://openalex.org/W2324141783"],"abstract_inverted_index":{"With":[0],"the":[1,23,33,87,107],"rapid":[2],"increase":[3],"in":[4,55],"mobile":[5],"IP":[6],"traffic,":[7],"driven":[8],"primarily":[9],"by":[10],"video":[11],"content,":[12],"there":[13],"is":[14,95],"a":[15,75],"pressing":[16],"need":[17],"to":[18,26,113,128],"improve":[19],"caching":[20,40,79,130],"efficiency":[21],"at":[22,86,106],"wireless":[24,88],"edge":[25],"enhance":[27],"content":[28,104],"delivery":[29],"and":[30,35,48,58,68],"alleviate":[31],"both":[32],"backhaul":[34],"last-mile":[36],"network":[37],"segments.":[38],"Traditional":[39],"policies,":[41],"such":[42],"as":[43],"Least":[44,49],"Recently":[45],"Used":[46,51],"(LRU)":[47],"Frequently":[50],"(LFU),":[52],"lack":[53],"adaptability":[54],"dynamic":[56],"environments":[57],"are":[59],"often":[60],"insufficient":[61],"for":[62,83],"end-user":[63,84,111],"devices":[64,85,112],"with":[65],"limited":[66],"storage":[67],"computational":[69],"power.":[70],"This":[71],"paper":[72],"introduces":[73],"Smart-Wi-Cache,":[74],"deep":[76],"learning-based":[77],"online":[78],"frame-work":[80],"specifically":[81],"designed":[82],"edge.":[89],"The":[90],"core":[91],"of":[92],"this":[93],"approach":[94],"LSTM-Replace,":[96],"an":[97],"LSTM-based":[98],"cache":[99,114,124],"replacement":[100],"policy":[101],"that":[102,120],"predicts":[103],"requests":[105],"device":[108],"level,":[109],"enabling":[110],"high-demand":[115],"content.":[116],"Extensive":[117],"simulations":[118],"demonstrate":[119],"LSTM-Replace":[121],"significantly":[122],"improves":[123],"hit":[125],"rates":[126],"compared":[127],"traditional":[129],"methods.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
