{"id":"https://openalex.org/W4406495598","doi":"https://doi.org/10.1109/bigdata62323.2024.10825231","title":"CacheIt: Application-Agnostic Dynamic Caching for Big Data Analytics","display_name":"CacheIt: Application-Agnostic Dynamic Caching for Big Data Analytics","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406495598","doi":"https://doi.org/10.1109/bigdata62323.2024.10825231"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5082124835","display_name":"Dat Nguyen","orcid":"https://orcid.org/0000-0001-7330-7028"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dat Nguyen","raw_affiliation_strings":["Texas A&#x0026;M University,USA"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093857893","display_name":"Muhammad Rafid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127958","display_name":"Universitas Dian Nuswantoro","ror":"https://ror.org/02csxcg02","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210127958"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Rafid","raw_affiliation_strings":["Dian Nuswantoro University,Indonesia"],"affiliations":[{"raw_affiliation_string":"Dian Nuswantoro University,Indonesia","institution_ids":["https://openalex.org/I4210127958"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nathanael Santoso","orcid":null},"institutions":[{"id":"https://openalex.org/I134635517","display_name":"Bandung Institute of Technology","ror":"https://ror.org/00apj8t60","country_code":"ID","type":"education","lineage":["https://openalex.org/I134635517"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nathanael Santoso","raw_affiliation_strings":["Bandung Institute of Technology,Indonesia"],"affiliations":[{"raw_affiliation_string":"Bandung Institute of Technology,Indonesia","institution_ids":["https://openalex.org/I134635517"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013166244","display_name":"Khanh Nguyen","orcid":"https://orcid.org/0000-0003-0400-1070"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khanh Nguyen","raw_affiliation_strings":["Texas A&#x0026;M University,USA"],"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082124835"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":0.7546,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82210159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9987000226974487,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9975000023841858,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8124309778213501},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6868508458137512},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5975773930549622},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4464871883392334},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4208071529865265},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21079233288764954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8124309778213501},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6868508458137512},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5975773930549622},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4464871883392334},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4208071529865265},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21079233288764954}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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":37,"referenced_works":["https://openalex.org/W1991069419","https://openalex.org/W2038412523","https://openalex.org/W2085040115","https://openalex.org/W2101464091","https://openalex.org/W2128835824","https://openalex.org/W2133802223","https://openalex.org/W2189465200","https://openalex.org/W2260553848","https://openalex.org/W2475738333","https://openalex.org/W2512358767","https://openalex.org/W2547358264","https://openalex.org/W2592324943","https://openalex.org/W2602850704","https://openalex.org/W2804013462","https://openalex.org/W2887745813","https://openalex.org/W2953358830","https://openalex.org/W2997840096","https://openalex.org/W2998868659","https://openalex.org/W3008444097","https://openalex.org/W3042755891","https://openalex.org/W3118245602","https://openalex.org/W3138614542","https://openalex.org/W3139851630","https://openalex.org/W4229942449","https://openalex.org/W4239862845","https://openalex.org/W4248713327","https://openalex.org/W4281715971","https://openalex.org/W4312760383","https://openalex.org/W4313494513","https://openalex.org/W4319165080","https://openalex.org/W4394923086","https://openalex.org/W6628546715","https://openalex.org/W6679815717","https://openalex.org/W6687322159","https://openalex.org/W6715689577","https://openalex.org/W6731903116","https://openalex.org/W6784544442"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2731626691","https://openalex.org/W2148016376","https://openalex.org/W2551093110","https://openalex.org/W4372291825","https://openalex.org/W4390577565","https://openalex.org/W3121545709"],"abstract_inverted_index":{"Apache":[0],"Spark":[1,185],"arguably":[2],"is":[3,27,46,65,167,193],"the":[4,12,108,111,119,143,162,205],"most":[5],"prominent":[6],"Big":[7],"Data":[8],"processing":[9],"framework":[10],"tackling":[11],"scalability":[13],"challenge":[14],"of":[15,19,37,184],"a":[16,56,62,92,96,174,181],"wide":[17],"variety":[18],"modern":[20],"workloads.":[21],"A":[22,177],"key":[23],"to":[24,43,52,76,90,99,106,136,159,204],"its":[25],"success":[26],"caching":[28,45,144],"critical":[29,42],"data":[30,57,139],"in":[31,195],"memory,":[32],"thereby":[33],"eliminating":[34],"wasteful":[35],"computations":[36],"regenerating":[38],"intermediate":[39],"results.":[40],"While":[41],"performance,":[44,198],"not":[47],"automated.":[48],"Instead,":[49],"developers":[50],"have":[51],"manually":[53,206],"handle":[54],"such":[55,125],"management":[58,155],"task":[59],"via":[60],"APIs,":[61],"process":[63],"that":[64,191],"error-prone":[66],"and":[67,95,128,141,169],"labor-intensive,":[68],"yet":[69],"may":[70],"still":[71],"yield":[72],"sub-optimal":[73],"performance":[74],"due":[75],"execution":[77],"complexities.":[78],"Existing":[79],"optimizations":[80],"rely":[81],"on":[82,161,187],"expensive":[83],"profiling":[84,172],"steps":[85],"and/or":[86],"application-specific":[87],"cost":[88,175],"models":[89],"enable":[91],"postmortem":[93],"analysis":[94],"manual":[97],"modification":[98],"existing":[100],"applications.This":[101],"paper":[102],"presents":[103],"CacheIt,":[104],"built":[105],"take":[107],"guesswork":[109],"off":[110],"users":[112,151],"while":[113],"running":[114],"applications":[115,186],"as-is.":[116],"CacheIt":[117,149,166,192],"analyzes":[118],"program\u2019s":[120],"workflow,":[121],"extracting":[122],"important":[123],"features":[124],"as":[126,133],"dependencies":[127],"access":[129],"patterns,":[130],"using":[131],"them":[132,158],"an":[134],"oracle":[135],"detect":[137],"high-value":[138],"candidates":[140],"guide":[142],"decisions":[145],"at":[146],"run":[147],"time.":[148],"liberates":[150],"from":[152],"low-level":[153],"memory":[154],"requirements,":[156],"allowing":[157],"focus":[160],"business":[163],"logic":[164],"instead.":[165],"application-agnostic":[168],"requires":[170],"no":[171],"or":[173],"model.":[176],"thorough":[178],"evaluation":[179],"with":[180],"broad":[182],"range":[183],"real-world":[188],"datasets":[189],"shows":[190],"effective":[194],"maintaining":[196],"satisfactory":[197],"incurring":[199],"only":[200],"marginal":[201],"slowdown":[202],"compared":[203],"well-tuned":[207],"counterparts.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
