{"id":"https://openalex.org/W4411553077","doi":"https://doi.org/10.1145/3736548.3737839","title":"Unlocking the Unusable: A Proactive Caching Framework for Reusing Partial Overlapped Data","display_name":"Unlocking the Unusable: A Proactive Caching Framework for Reusing Partial Overlapped Data","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411553077","doi":"https://doi.org/10.1145/3736548.3737839"},"language":"en","primary_location":{"id":"doi:10.1145/3736548.3737839","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736548.3737839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Workshop on Hot Topics in Storage and File Systems","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/A5024202357","display_name":"Chang Guo","orcid":"https://orcid.org/0009-0001-4561-9945"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chang Guo","raw_affiliation_strings":["Arizona State University, Tempe, USA"],"raw_orcid":"https://orcid.org/0009-0001-4561-9945","affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071286199","display_name":"Norbert Podhorszki","orcid":"https://orcid.org/0000-0001-9647-542X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norbert Podhorszki","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0001-9647-542X","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064465394","display_name":"Greg Eisenhauer","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Eisenhauer","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, USA"],"raw_orcid":"https://orcid.org/0000-0002-2070-043X","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhiwen Xie","orcid":"https://orcid.org/0009-0002-1285-3580"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiwen Xie","raw_affiliation_strings":["Arizona State University, Tempe, USA"],"raw_orcid":"https://orcid.org/0009-0002-1285-3580","affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030373337","display_name":"Scott Klasky","orcid":"https://orcid.org/0000-0003-3559-5772"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Klasky","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0003-3559-5772","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038377797","display_name":"Zhichao Cao","orcid":"https://orcid.org/0000-0001-6950-1776"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhichao Cao","raw_affiliation_strings":["Arizona State University, Tempe, USA"],"raw_orcid":"https://orcid.org/0000-0001-6950-1776","affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024202357"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1595761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"129","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9979000091552734,"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/T11478","display_name":"Caching and Content Delivery","score":0.9977999925613403,"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":0.7995189428329468},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7889304161071777},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3526473045349121},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0661776065826416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995189428329468},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7889304161071777},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3526473045349121},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0661776065826416},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3736548.3737839","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3736548.3737839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th ACM Workshop on Hot Topics in Storage and File Systems","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":21,"referenced_works":["https://openalex.org/W2008196645","https://openalex.org/W2045644810","https://openalex.org/W2051818334","https://openalex.org/W2054170837","https://openalex.org/W2064664742","https://openalex.org/W2077866080","https://openalex.org/W2088598441","https://openalex.org/W2103881935","https://openalex.org/W2118269922","https://openalex.org/W2147407897","https://openalex.org/W2152605073","https://openalex.org/W2864044723","https://openalex.org/W4220893202","https://openalex.org/W4221109816","https://openalex.org/W4248815673","https://openalex.org/W4313260042","https://openalex.org/W4387321086","https://openalex.org/W4399171709","https://openalex.org/W4400081660","https://openalex.org/W4405623325","https://openalex.org/W4407929362"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2384475851","https://openalex.org/W2000444236","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Cache":[0],"systems":[1],"are":[2,24],"widely":[3],"used":[4],"to":[5,44,111,130],"speed":[6],"up":[7,129],"data":[8,12,23,37,74],"retrieving.":[9],"Modern":[10],"HPC,":[11],"analytics,":[13],"and":[14,21,63,107,115],"AI/ML":[15],"workloads":[16],"generate":[17],"vast,":[18],"multi-dimensional":[19],"datasets,":[20],"those":[22],"accessed":[25],"via":[26],"complex":[27],"queries.":[28],"However,":[29],"the":[30,34],"probability":[31],"of":[32],"requesting":[33],"exact":[35],"same":[36],"across":[38],"different":[39],"queries":[40],"is":[41,53],"low,":[42],"leading":[43],"limited":[45],"performance":[46,127],"improvement":[47],"when":[48],"a":[49,61,89],"traditional":[50,133],"key-value":[51],"cache":[52,79,113,135],"applied.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"present":[59],"Mosaic-Cache,":[60],"proactive":[62],"general":[64],"caching":[65],"framework":[66],"that":[67,123],"enables":[68],"applications":[69],"with":[70],"efficient":[71],"partial":[72],"overlapped":[73],"reuse":[75],"through":[76],"novel":[77],"overlap-aware":[78],"interfaces":[80],"for":[81,95,103],"fast":[82,96],"content-level":[83],"reuse.":[84],"The":[85],"core":[86],"components":[87],"include":[88],"metadata":[90],"manager":[91],"leveraging":[92],"customizable":[93],"indexing":[94],"overlap":[97],"lookups,":[98],"an":[99,108],"adaptive":[100],"fetch":[101],"planner":[102],"dynamic":[104],"cache-to-storage":[105],"decisions,":[106],"async":[109],"merger":[110],"reduce":[112],"fragmentation":[114],"redundancy.":[116],"Evaluations":[117],"on":[118],"real-world":[119],"HPC":[120],"datasets":[121],"show":[122],"Mosaic-Cache":[124],"improves":[125],"overall":[126],"by":[128],"4.1\u00d7":[131],"over":[132],"key-value-based":[134],"while":[136],"adding":[137],"minimal":[138],"overhead":[139],"in":[140],"worst-case":[141],"scenarios.":[142]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}