{"id":"https://openalex.org/W4386365742","doi":"https://doi.org/10.18293/seke2023-159","title":"Transient Data Caching Based on Maximum Entropy Actor-Critic in Internet-of-Things Networks","display_name":"Transient Data Caching Based on Maximum Entropy Actor-Critic in Internet-of-Things Networks","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386365742","doi":"https://doi.org/10.18293/seke2023-159"},"language":"en","primary_location":{"id":"doi:10.18293/seke2023-159","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-159","pdf_url":"https://doi.org/10.18293/seke2023-159","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2023-159","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100433708","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0003-2040-5059"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["School of Computer and Electronic Information Guangxi University Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information Guangxi University Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034212921","display_name":"Ningjiang Chen","orcid":"https://orcid.org/0000-0003-0187-6760"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningjiang Chen","raw_affiliation_strings":["School of Computer and Electronic Information Guangxi University Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information Guangxi University Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100714674","display_name":"Siyu Yu","orcid":"https://orcid.org/0000-0003-3793-7684"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Yu","raw_affiliation_strings":["School of Computer and Electronic Information Guangxi University Nanning, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information Guangxi University Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100433708"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12864899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2023","issue":null,"first_page":"493","last_page":"498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9993000030517578,"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/T13553","display_name":"Age of Information Optimization","score":0.9991999864578247,"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":0.8166439533233643},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.8089067935943604},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.7722956538200378},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.510396420955658},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.46972858905792236},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.45964953303337097},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4350050091743469},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.43023478984832764},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43009594082832336},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3569803833961487},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3496565818786621},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1384250521659851},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09914290904998779},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0807223916053772}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166439533233643},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.8089067935943604},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.7722956538200378},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.510396420955658},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.46972858905792236},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45964953303337097},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4350050091743469},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.43023478984832764},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43009594082832336},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3569803833961487},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3496565818786621},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1384250521659851},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09914290904998779},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0807223916053772},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2023-159","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-159","pdf_url":"https://doi.org/10.18293/seke2023-159","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2023-159","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-159","pdf_url":"https://doi.org/10.18293/seke2023-159","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7109446775","display_name":null,"funder_award_id":"621620","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7752844734","display_name":null,"funder_award_id":"62162003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386365742.pdf","grobid_xml":"https://content.openalex.org/works/W4386365742.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2534278322","https://openalex.org/W2900617671","https://openalex.org/W2904246096","https://openalex.org/W2905200849","https://openalex.org/W3000547285","https://openalex.org/W3002844053","https://openalex.org/W3016974169","https://openalex.org/W3044812257","https://openalex.org/W3119356658","https://openalex.org/W3186628908","https://openalex.org/W4200308385","https://openalex.org/W4205347072","https://openalex.org/W4221138932","https://openalex.org/W4289929826","https://openalex.org/W4293902498","https://openalex.org/W6728710593"],"related_works":["https://openalex.org/W2264067234","https://openalex.org/W3124243301","https://openalex.org/W1571502335","https://openalex.org/W1589409554","https://openalex.org/W2759038785","https://openalex.org/W2172232600","https://openalex.org/W3123876860","https://openalex.org/W3124172198","https://openalex.org/W2046181650","https://openalex.org/W2142633247"],"abstract_inverted_index":{"With":[0],"the":[1,5,53,79,86,94,115],"rapid":[2],"development":[3],"of":[4,7,13,55,64,81,109],"Internet":[6],"Things":[8],"(IoT),":[9],"a":[10,61,69,98,105],"massive":[11],"amount":[12],"transient":[14,48,56,65,111],"data":[15,22,29,57,66,83,112],"is":[16,23],"transmitted":[17],"in":[18,41],"edge":[19,42],"networks.":[20],"Transient":[21],"highly":[24],"time-sensitive,":[25],"such":[26],"as":[27],"monitoring":[28],"generated":[30],"by":[31],"industrial":[32],"devices.":[33],"Due":[34],"to":[35,51],"their":[36],"inefficiency,":[37],"traditional":[38],"caching":[39,74,88,120],"strategies":[40],"networks":[43],"are":[44],"inadequate":[45],"for":[46],"handling":[47],"data.":[49],"Thus,":[50],"improve":[52,78],"efficiency":[54],"caching,":[58],"we":[59],"construct":[60],"freshness":[62,80,108],"model":[63],"and":[67,84,103,118],"propose":[68],"maximum":[70],"entropy":[71],"Actor-Critic":[72],"based":[73],"strategy,":[75],"TD-MEAC-which":[76],"can":[77],"cached":[82,110],"reduce":[85],"long-term":[87],"cost.":[89],"Simulation":[90],"results":[91],"show":[92],"that":[93],"proposed":[95],"TD-MEAC":[96],"achieves":[97],"higher":[99,106],"cache":[100],"hit":[101],"rate":[102],"maintains":[104],"average":[107],"compared":[113],"with":[114],"existing":[116],"DRL":[117],"baseline":[119],"strategies.":[121]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
