{"id":"https://openalex.org/W4401067254","doi":"https://doi.org/10.1145/3670105.3670177","title":"Popularity and Energy-Aware Dynamic Programming Cache Strategy Based on User Preference Prediction","display_name":"Popularity and Energy-Aware Dynamic Programming Cache Strategy Based on User Preference Prediction","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4401067254","doi":"https://doi.org/10.1145/3670105.3670177"},"language":"en","primary_location":{"id":"doi:10.1145/3670105.3670177","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3670105.3670177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things","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/A5039077894","display_name":"Lingjie Zou","orcid":"https://orcid.org/0009-0001-7682-5661"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingjie Zou","raw_affiliation_strings":["Shanghai University, China"],"raw_orcid":"https://orcid.org/0009-0001-7682-5661","affiliations":[{"raw_affiliation_string":"Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039077894"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"429","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9995999932289124,"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":0.9995999932289124,"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/T12238","display_name":"Green IT and Sustainability","score":0.9921000003814697,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9864000082015991,"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":0.8409026861190796},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.8204180002212524},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7075507640838623},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6627107858657837},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.586455762386322},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.46728381514549255},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34306466579437256},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.2956225872039795},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2452602982521057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08979502320289612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8409026861190796},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8204180002212524},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7075507640838623},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6627107858657837},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.586455762386322},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.46728381514549255},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34306466579437256},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.2956225872039795},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2452602982521057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08979502320289612},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3670105.3670177","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3670105.3670177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2031513076","https://openalex.org/W2592916654","https://openalex.org/W2919839278","https://openalex.org/W2934046414","https://openalex.org/W2946566042","https://openalex.org/W2955026632","https://openalex.org/W3027857024","https://openalex.org/W3092793218","https://openalex.org/W3094622999","https://openalex.org/W3095933406","https://openalex.org/W3137705250","https://openalex.org/W4321020922","https://openalex.org/W4322706991"],"related_works":["https://openalex.org/W2031173804","https://openalex.org/W2041820064","https://openalex.org/W2009566782","https://openalex.org/W1524955365","https://openalex.org/W2509523906","https://openalex.org/W2100901045","https://openalex.org/W2114386333","https://openalex.org/W2147511796","https://openalex.org/W2354520536","https://openalex.org/W3085471909"],"abstract_inverted_index":{"In":[0],"today\u2019s":[1],"rapid":[2],"development":[3],"of":[4,7,94,112,121],"the":[5,39,91,110,135,158,164],"Internet":[6],"Things":[8],"(IoT),":[9],"edge":[10],"servers":[11],"face":[12],"significant":[13],"challenges":[14],"in":[15,42,49,167,180],"handling":[16],"massive":[17],"data":[18,31,184],"and":[19,45,54,68,97,106,124,149,175,183],"meeting":[20],"users\u2019":[21],"personalized":[22],"demands.":[23],"Existing":[24],"caching":[25,73,136,147],"strategies,":[26],"primarily":[27],"based":[28,75],"on":[29,76,117],"static":[30],"popularity":[32,173],"prediction,":[33],"often":[34],"fail":[35],"to":[36,38,89,144,163],"adapt":[37,162],"dynamic":[40,131,165,172],"changes":[41,166],"user":[43,77,95,100,113,122],"requests":[44],"real-time":[46],"requirements,":[47],"resulting":[48],"low":[50],"cache":[51,151],"hit":[52,152,181],"rates":[53,182],"high":[55],"energy":[56,186],"consumption.":[57,187],"To":[58],"address":[59],"this":[60,62,127],"issue,":[61],"paper":[63,128],"proposes":[64],"a":[65,118,130,140],"novel":[66],"Popularity":[67],"Energy-aware":[69],"Dynamic":[70],"Programming":[71],"(PEDP)":[72],"strategy":[74,80,160],"preference":[78,114],"prediction.This":[79],"first":[81],"utilizes":[82],"Bidirectional":[83],"Long":[84],"Short-Term":[85],"Memory":[86],"networks":[87],"(Bi-LSTM)":[88],"capture":[90],"time-series":[92],"features":[93],"requests,":[96],"then":[98],"extracts":[99],"request":[101],"similarity":[102],"representations":[103],"from":[104],"macro":[105],"entity":[107],"categories,":[108],"enhancing":[109],"performance":[111],"prediction.":[115],"Based":[116],"comprehensive":[119],"understanding":[120],"preferences":[123],"group":[125],"behaviors,":[126],"adopts":[129],"programming":[132],"approach,":[133],"modeling":[134],"decision":[137],"problem":[138],"as":[139],"0-1":[141],"knapsack":[142],"problem,":[143],"minimize":[145],"total":[146],"costs":[148],"maximize":[150],"rates.":[153],"Experimental":[154],"results":[155],"demonstrate":[156],"that":[157],"PEDP":[159],"can":[161],"content":[168],"popularity,":[169],"exhibiting":[170],"good":[171],"adaptability":[174],"effectiveness,":[176],"with":[177],"better":[178],"optimization":[179],"transmission":[185]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}