{"id":"https://openalex.org/W2887882300","doi":"https://doi.org/10.1145/3229574.3229582","title":"Data-driven Approaches to Edge Caching","display_name":"Data-driven Approaches to Edge Caching","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2887882300","doi":"https://doi.org/10.1145/3229574.3229582","mag":"2887882300"},"language":"en","primary_location":{"id":"doi:10.1145/3229574.3229582","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3229574.3229582","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3229574.3229582","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3229574.3229582","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101947926","display_name":"Guangyu Li","orcid":"https://orcid.org/0000-0002-8054-1696"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guangyu Li","raw_affiliation_strings":["New York University, Brooklyn, New York, USA"],"affiliations":[{"raw_affiliation_string":"New York University, Brooklyn, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100691698","display_name":"Qiang Shen","orcid":"https://orcid.org/0000-0002-9524-2998"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiang Shen","raw_affiliation_strings":["New York University, Brooklyn, New York, USA"],"affiliations":[{"raw_affiliation_string":"New York University, Brooklyn, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107006213","display_name":"Yong Liu","orcid":"https://orcid.org/0009-0009-0471-1014"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Liu","raw_affiliation_strings":["New York University, Brooklyn, New York, USA"],"affiliations":[{"raw_affiliation_string":"New York University, Brooklyn, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102992790","display_name":"Houwei Cao","orcid":"https://orcid.org/0000-0002-2310-7682"},"institutions":[{"id":"https://openalex.org/I4210104314","display_name":"New York Institute of Technology","ror":"https://ror.org/01bghzb51","country_code":"US","type":"education","lineage":["https://openalex.org/I4210104314"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Houwei Cao","raw_affiliation_strings":["New York Institute of Technology, New York, New York, USA"],"affiliations":[{"raw_affiliation_string":"New York Institute of Technology, New York, New York, USA","institution_ids":["https://openalex.org/I4210104314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112375970","display_name":"Zifa Han","orcid":null},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zifa Han","raw_affiliation_strings":["Huawei Technologies, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Nanjing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448908","display_name":"Feng Li","orcid":"https://orcid.org/0000-0002-4896-8905"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Li","raw_affiliation_strings":["Huawei Technologies, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Nanjing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100364819","display_name":"Jin Li","orcid":"https://orcid.org/0000-0003-0385-8793"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["Huawei Technologies, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Nanjing, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101947926"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":1.1072,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80459734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"8","last_page":"14"},"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":0.9846000075340271,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9460999965667725,"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":0.887984573841095},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6728594303131104},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6342790126800537},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5380702614784241},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.530600905418396},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45918363332748413},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.4570273756980896},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4501219093799591},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.448330283164978},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.2782301604747772},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1618640422821045},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1441379189491272},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09561887383460999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09315630793571472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.887984573841095},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6728594303131104},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6342790126800537},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5380702614784241},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.530600905418396},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45918363332748413},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.4570273756980896},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4501219093799591},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.448330283164978},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.2782301604747772},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1618640422821045},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1441379189491272},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09561887383460999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09315630793571472}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3229574.3229582","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3229574.3229582","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3229574.3229582","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3229574.3229582","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3229574.3229582","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3229574.3229582","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887882300.pdf","grobid_xml":"https://content.openalex.org/works/W2887882300.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1604692014","https://openalex.org/W1987225815","https://openalex.org/W2013801048","https://openalex.org/W2025605741","https://openalex.org/W2027770092","https://openalex.org/W2033500845","https://openalex.org/W2042281163","https://openalex.org/W2127652281","https://openalex.org/W2131806537","https://openalex.org/W2135598826","https://openalex.org/W2139583468","https://openalex.org/W2146223937","https://openalex.org/W2150192952","https://openalex.org/W2322725250","https://openalex.org/W2519564973","https://openalex.org/W2565683168","https://openalex.org/W2953278164","https://openalex.org/W2963417042","https://openalex.org/W3125814566"],"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/W2138965869","https://openalex.org/W2147511796","https://openalex.org/W2354520536"],"abstract_inverted_index":{"Content":[0],"caching":[1,25,58,67,75,121,126,131,155],"at":[2,77],"network":[3,78],"edge":[4,32],"is":[5],"a":[6,48,110],"promising":[7],"solution":[8],"for":[9],"serving":[10],"emerging":[11],"high-throughput":[12],"low-delay":[13],"applications,":[14],"such":[15],"as":[16,47],"virtual":[17],"reality,":[18],"augmented":[19],"reality":[20],"and":[21,92,128,152],"Internet-of-Things.":[22],"The":[23,80],"traditional":[24],"algorithms":[26,122,127],"need":[27],"to":[28,30,55,73],"adapt":[29],"the":[31,57,88,93,101,119,124,130,136,148],"networking":[33],"environment":[34],"since":[35],"old":[36],"traffic":[37],"assumptions":[38],"may":[39],"no":[40],"longer":[41],"hold.":[42],"Meanwhile,":[43],"user/group":[44,71],"content":[45,95],"interest":[46,83],"new":[49],"important":[50],"element":[51],"should":[52],"be":[53],"considered":[54],"improve":[56,74],"performance.":[59],"In":[60],"this":[61],"work,":[62],"we":[63,116,145],"propose":[64],"two":[65],"novel":[66],"strategies":[68],"that":[69,118],"mine":[70],"interests":[72],"performance":[76,132,156],"edge.":[79],"static":[81],"user-group":[82],"patterns":[84,97],"are":[85,98],"handled":[86,99],"by":[87,100],"Matrix":[89],"Factorization":[90],"method":[91],"temporal":[94],"request":[96],"Least-Recently-Used":[102],"or":[103],"Nearest-Neighbor":[104],"algorithms.":[105],"Through":[106],"empirical":[107],"experiments":[108],"with":[109],"large-scale":[111],"real":[112],"IPTV":[113],"user":[114],"traces,":[115],"demonstrate":[117],"proposed":[120],"outperform":[123],"existing":[125],"approach":[129],"upper":[133],"bound":[134],"in":[135,157],"large":[137],"cache":[138],"size":[139],"regime.":[140],"Leveraging":[141],"on":[142],"offline":[143],"computation,":[144],"can":[146],"limit":[147],"online":[149],"computation":[150],"cost":[151],"achieve":[153],"good":[154],"realtime.":[158]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}