{"id":"https://openalex.org/W4228996944","doi":"https://doi.org/10.1145/3477314.3507069","title":"A meta-policy approach for learning suitable caching replacement policies in information-centric networks","display_name":"A meta-policy approach for learning suitable caching replacement policies in information-centric networks","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4228996944","doi":"https://doi.org/10.1145/3477314.3507069"},"language":"en","primary_location":{"id":"doi:10.1145/3477314.3507069","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477314.3507069","pdf_url":null,"source":{"id":"https://openalex.org/S4363608665","display_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","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/A5036748722","display_name":"St\u00e9fani Pires","orcid":"https://orcid.org/0000-0002-6643-2960"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"St\u00e9fani Pires","raw_affiliation_strings":["Federal University of Bahia, Salvador, Bahia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Bahia, Salvador, Bahia","institution_ids":["https://openalex.org/I126158947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054520192","display_name":"Adriana Viriato Ribeiro","orcid":null},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriana Ribeiro","raw_affiliation_strings":["Federal University of Bahia, Salvador, Bahia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Bahia, Salvador, Bahia","institution_ids":["https://openalex.org/I126158947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023900780","display_name":"Leobino N. Sampaio","orcid":"https://orcid.org/0000-0003-4855-0936"},"institutions":[{"id":"https://openalex.org/I126158947","display_name":"Universidade Federal da Bahia","ror":"https://ror.org/03k3p7647","country_code":"BR","type":"education","lineage":["https://openalex.org/I126158947"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leobino Sampaio","raw_affiliation_strings":["Federal University of Bahia, Salvador, Bahia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Bahia, Salvador, Bahia","institution_ids":["https://openalex.org/I126158947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126158947"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1950","last_page":"1959"},"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":0.9639000296592712,"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/T12038","display_name":"Covalent Organic Framework Applications","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.8930532932281494},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.8541091680526733},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.6577686071395874},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6126876473426819},{"id":"https://openalex.org/keywords/smart-cache","display_name":"Smart Cache","score":0.6108278036117554},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5874871611595154},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5236917734146118},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49812769889831543},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4454713463783264},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.24288281798362732},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09069734811782837}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8930532932281494},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.8541091680526733},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.6577686071395874},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6126876473426819},{"id":"https://openalex.org/C167713795","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"Smart Cache","level":5,"score":0.6108278036117554},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5874871611595154},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5236917734146118},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49812769889831543},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4454713463783264},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.24288281798362732},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09069734811782837},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3477314.3507069","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477314.3507069","pdf_url":null,"source":{"id":"https://openalex.org/S4363608665","display_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","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":17,"referenced_works":["https://openalex.org/W2014952121","https://openalex.org/W2031155190","https://openalex.org/W2037169571","https://openalex.org/W2039434047","https://openalex.org/W2077654710","https://openalex.org/W2079128254","https://openalex.org/W2753419519","https://openalex.org/W2919316173","https://openalex.org/W2963557499","https://openalex.org/W2974421299","https://openalex.org/W2980284012","https://openalex.org/W2988405474","https://openalex.org/W2990740617","https://openalex.org/W3023741095","https://openalex.org/W3118986369","https://openalex.org/W3135287484","https://openalex.org/W4214717370"],"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/W2404820046","https://openalex.org/W2324141783","https://openalex.org/W2138965869"],"abstract_inverted_index":{"In-network":[0],"cache":[1,39,67,78,96,108,134],"architectures,":[2],"such":[3,65],"as":[4,32,66,173],"Information-centric":[5],"networks":[6,40],"(ICNs),":[7],"have":[8,205],"proven":[9],"to":[10,15,61,107,139,144,212],"be":[11],"an":[12],"efficient":[13,92],"alternative":[14],"deal":[16],"with":[17,176],"the":[18,54,76,91,129,154,159,164,168,184,207],"growing":[19],"content":[20,69,72,214],"consumption":[21],"on":[22],"networks.":[23],"In":[24,36,116],"caching":[25,34,44,104,123,192],"networks,":[26],"any":[27],"device":[28],"can":[29,182],"potentially":[30],"act":[31],"a":[33,48,99,121,187],"node.":[35,49],"practice,":[37],"real":[38],"may":[41,56],"employ":[42],"different":[43,195,213],"replacement":[45],"policies":[46,55,84,105,172,193],"by":[47,163],"The":[50,80,151,180],"reason":[51],"is":[52,149],"that":[53,142],"vary":[57],"in":[58,146,194,199,217],"efficiency":[59],"according":[60],"unbounded":[62],"context":[63,140,160],"factors,":[64],"size,":[68],"request":[70,215],"pattern,":[71],"distribution":[73],"popularity,":[74],"and":[75,88,111,136,166,201,210,219],"relative":[77],"location.":[79],"lack":[81],"of":[82,94,127,170,186,190,203],"suitable":[83,171],"for":[85,102,133],"all":[86],"nodes":[87],"scenarios":[89],"undermines":[90],"use":[93],"available":[95],"resources.":[97],"Therefore,":[98],"new":[100,122],"model":[101],"choosing":[103],"appropriately":[106],"contexts":[109],"on-demand":[110],"over":[112],"time":[113],"becomes":[114],"necessary.":[115],"this":[117],"direction,":[118],"we":[119],"propose":[120],"meta-policy":[124,152,181,208],"strategy":[125,156],"capable":[126],"learning":[128,175],"most":[130],"appropriate":[131],"policy":[132,148],"online":[135,174],"dynamically":[137],"adapting":[138],"variations":[141],"leads":[143],"changes":[145],"which":[147],"best.":[150],"decouples":[153],"eviction":[155],"from":[157],"managing":[158],"information":[161],"used":[162],"policy,":[165],"models":[167,216],"choice":[169],"bandit":[177],"feedback":[178],"problem.":[179],"support":[183],"deployment":[185],"diverse":[188],"set":[189],"self-contained":[191],"scenarios.":[196],"Experimental":[197],"results":[198],"single":[200],"network":[202],"caches":[204],"shown":[206],"effectiveness":[209],"adaptability":[211],"synthetic":[218],"trace-driven":[220],"simulations.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}