{"id":"https://openalex.org/W2914251593","doi":"https://doi.org/10.1109/lcn.2018.8638094","title":"Exploiting Correlations in Request Streams: A Case for Hybrid Caching in Cache Networks","display_name":"Exploiting Correlations in Request Streams: A Case for Hybrid Caching in Cache Networks","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2914251593","doi":"https://doi.org/10.1109/lcn.2018.8638094","mag":"2914251593"},"language":"en","primary_location":{"id":"doi:10.1109/lcn.2018.8638094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn.2018.8638094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 43rd Conference on Local Computer Networks (LCN)","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/A5038818138","display_name":"Adita Kulkarni","orcid":"https://orcid.org/0000-0001-6216-3401"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adita Kulkarni","raw_affiliation_strings":["Department of Computer Science, SUNY Binghamton, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, SUNY Binghamton, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030680142","display_name":"Anand Seetharam","orcid":"https://orcid.org/0000-0003-4559-7886"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anand Seetharam","raw_affiliation_strings":["Department of Computer Science, SUNY Binghamton, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, SUNY Binghamton, USA","institution_ids":["https://openalex.org/I123946342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038818138"],"corresponding_institution_ids":["https://openalex.org/I123946342"],"apc_list":null,"apc_paid":null,"fwci":0.7381,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7607975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"1","issue":null,"first_page":"562","last_page":"570"},"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/T12038","display_name":"Covalent Organic Framework Applications","score":0.9632999897003174,"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"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9595000147819519,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8798143863677979},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7935667634010315},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.7500504851341248},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7299335598945618},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.47589170932769775},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4727928340435028},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.4238704442977905},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4061429798603058},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12557104229927063},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.11169257760047913}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8798143863677979},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7935667634010315},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.7500504851341248},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7299335598945618},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.47589170932769775},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4727928340435028},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.4238704442977905},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4061429798603058},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12557104229927063},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.11169257760047913},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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:10.1109/lcn.2018.8638094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn.2018.8638094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 43rd Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1564544031","https://openalex.org/W1568835415","https://openalex.org/W1963591592","https://openalex.org/W2014952121","https://openalex.org/W2041542784","https://openalex.org/W2042883126","https://openalex.org/W2060585552","https://openalex.org/W2061442141","https://openalex.org/W2083261812","https://openalex.org/W2131889098","https://openalex.org/W2142389306","https://openalex.org/W2154851929","https://openalex.org/W2156104365","https://openalex.org/W2169836945","https://openalex.org/W2248843603","https://openalex.org/W2530186453","https://openalex.org/W2565419328","https://openalex.org/W2782600941","https://openalex.org/W3014642337","https://openalex.org/W6633721775","https://openalex.org/W6665608194"],"related_works":["https://openalex.org/W2549803267","https://openalex.org/W2497617944","https://openalex.org/W2167303720","https://openalex.org/W1563139915","https://openalex.org/W2061075966","https://openalex.org/W3147501184","https://openalex.org/W4256652509","https://openalex.org/W2109715593","https://openalex.org/W2081416538","https://openalex.org/W2140219379"],"abstract_inverted_index":{"With":[0],"the":[1,64,88,93,100,103,106,111,119,128,140,145,152,186,206,234],"increasing":[2],"popularity":[3,36,108,130,147,154,199,236],"of":[4,66,87,95,105],"cache":[5,187,192,203],"networks,":[6],"in":[7,127,144,208,233],"recent":[8],"years,":[9],"multiple":[10,56,215],"static":[11,134,158,175,191,228],"and":[12,42,69,83,110,159,176,200,222],"dynamic":[13,137,160,177,202,230],"caching":[14,27,96,135,161,178,231],"strategies":[15,28],"have":[16],"been":[17],"proposed":[18],"that":[19,71,85,126,172,193,204,224],"seek":[20],"to":[21,62,184],"improve":[22],"user-level":[23],"performance.":[24,123,164],"Most":[25],"existing":[26],"rely":[29],"heavily":[30],"on":[31,198,214],"assumptions":[32,68],"such":[33],"as":[34,118],"content":[35,107,117,196],"following":[37,45],"a":[38,79,201],"well-known":[39],"Zipfian":[40],"distribution":[41,109],"request":[43,59,112,209],"streams":[44],"an":[46],"Independent":[47],"Reference":[48],"Model":[49],"(IRM).":[50],"In":[51],"this":[52,166],"paper,":[53],"we":[54,168],"consider":[55],"real-world":[57,216],"user":[58],"stream":[60,113],"traces":[61],"investigate":[63],"validity":[65],"these":[67],"observe":[70,84],"they":[72],"do":[73],"not":[74],"hold":[75],"true.":[76],"We":[77,98,124,211],"conduct":[78,212],"detailed":[80],"factor":[81,121],"analysis":[82],"violation":[86],"IRM":[89],"assumption":[90],"significantly":[91],"impacts":[92],"performance":[94],"strategies.":[97,179],"identify":[99,125],"interplay":[101],"between":[102],"skewness":[104],"correlation":[114,132,149,156,207,238],"among":[115],"unpopular":[116],"key":[120],"impacting":[122],"high":[129,153,235],"skewness-low":[131],"regime,":[133,157],"outperforms":[136,227],"caching,":[138],"while":[139],"reverse":[141],"is":[142,183],"true":[143],"low":[146],"skewness-high":[148,155,237],"regime.":[150,239],"For":[151,165],"provide":[162],"similar":[163],"scenario,":[167],"propose":[169],"Hybrid":[170,225],"Caching":[171,226],"effectively":[173],"combines":[174],"The":[180],"main":[181],"idea":[182],"split":[185],"into":[188],"two":[189],"parts-a":[190],"statically":[194],"caches":[195],"based":[197],"exploits":[205],"streams.":[210],"experiments":[213],"networks":[217],"(e.g.,":[218],"WIDE,":[219],"GEANT,":[220],"GARR)":[221],"demonstrate":[223],"or":[229],"alone":[232]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}