{"id":"https://openalex.org/W4394923080","doi":"https://doi.org/10.1145/3627703.3650066","title":"TTLs Matter: Efficient Cache Sizing with TTL-Aware Miss Ratio Curves and Working Set Sizes","display_name":"TTLs Matter: Efficient Cache Sizing with TTL-Aware Miss Ratio Curves and Working Set Sizes","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394923080","doi":"https://doi.org/10.1145/3627703.3650066"},"language":"en","primary_location":{"id":"doi:10.1145/3627703.3650066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627703.3650066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth European Conference on Computer 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/A5058578894","display_name":"Sari Sultan","orcid":"https://orcid.org/0000-0002-4781-5528"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sari Sultan","raw_affiliation_strings":["University of Toronto"],"raw_orcid":"https://orcid.org/0000-0002-4781-5528","affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095770995","display_name":"Kia Shakiba","orcid":"https://orcid.org/0009-0004-1064-3453"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kia Shakiba","raw_affiliation_strings":["University of Toronto"],"raw_orcid":"https://orcid.org/0009-0004-1064-3453","affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038745726","display_name":"A Lee","orcid":"https://orcid.org/0009-0009-7727-7837"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Albert Lee","raw_affiliation_strings":["University of Toronto"],"raw_orcid":"https://orcid.org/0009-0009-7727-7837","affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095770996","display_name":"Paul Chen","orcid":"https://orcid.org/0009-0001-6832-8702"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paul Chen","raw_affiliation_strings":["Huawei"],"raw_orcid":"https://orcid.org/0009-0001-6832-8702","affiliations":[{"raw_affiliation_string":"Huawei","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033055304","display_name":"Michael Stumm","orcid":"https://orcid.org/0000-0002-9377-2493"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Stumm","raw_affiliation_strings":["University of Toronto"],"raw_orcid":"https://orcid.org/0000-0002-9377-2493","affiliations":[{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058578894"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":5.222,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.95450867,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"387","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9997000098228455,"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":0.8105317950248718},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.798348069190979},{"id":"https://openalex.org/keywords/terabyte","display_name":"Terabyte","score":0.7888653874397278},{"id":"https://openalex.org/keywords/petabyte","display_name":"Petabyte","score":0.7817720174789429},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7124213576316833},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.6989207863807678},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6515629291534424},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5706091523170471},{"id":"https://openalex.org/keywords/hoarding","display_name":"Hoarding (animal behavior)","score":0.5613460540771484},{"id":"https://openalex.org/keywords/working-set","display_name":"Working set","score":0.5011904239654541},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.48187312483787537},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35494276881217957},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.30896222591400146},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.17815828323364258},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.0865810215473175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105317950248718},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.798348069190979},{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.7888653874397278},{"id":"https://openalex.org/C13600138","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Petabyte","level":3,"score":0.7817720174789429},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7124213576316833},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.6989207863807678},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6515629291534424},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5706091523170471},{"id":"https://openalex.org/C2781092381","wikidata":"https://www.wikidata.org/wiki/Q5874546","display_name":"Hoarding (animal behavior)","level":3,"score":0.5613460540771484},{"id":"https://openalex.org/C88196245","wikidata":"https://www.wikidata.org/wiki/Q8034984","display_name":"Working set","level":2,"score":0.5011904239654541},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.48187312483787537},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35494276881217957},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.30896222591400146},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.17815828323364258},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.0865810215473175},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627703.3650066","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627703.3650066","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Nineteenth European Conference on Computer Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W1478753081","https://openalex.org/W1493479361","https://openalex.org/W1530243711","https://openalex.org/W1588407470","https://openalex.org/W1760969228","https://openalex.org/W1785933978","https://openalex.org/W1931046221","https://openalex.org/W1982063824","https://openalex.org/W1982092405","https://openalex.org/W1987034518","https://openalex.org/W1992363839","https://openalex.org/W1996413185","https://openalex.org/W2005731313","https://openalex.org/W2008365755","https://openalex.org/W2012134980","https://openalex.org/W2012251118","https://openalex.org/W2025051251","https://openalex.org/W2029870510","https://openalex.org/W2042883126","https://openalex.org/W2043557409","https://openalex.org/W2056971515","https://openalex.org/W2060983019","https://openalex.org/W2062296288","https://openalex.org/W2072552880","https://openalex.org/W2072753794","https://openalex.org/W2080745194","https://openalex.org/W2088257029","https://openalex.org/W2099480861","https://openalex.org/W2118649679","https://openalex.org/W2125901106","https://openalex.org/W2126543901","https://openalex.org/W2131889098","https://openalex.org/W2135916267","https://openalex.org/W2139321017","https://openalex.org/W2143773524","https://openalex.org/W2144982963","https://openalex.org/W2156068340","https://openalex.org/W2157974502","https://openalex.org/W2164705534","https://openalex.org/W2168282297","https://openalex.org/W2169828639","https://openalex.org/W2296445284","https://openalex.org/W2311055650","https://openalex.org/W2740361432","https://openalex.org/W2796062256","https://openalex.org/W2801544145","https://openalex.org/W2808110532","https://openalex.org/W2890473121","https://openalex.org/W2918350454","https://openalex.org/W2999097477","https://openalex.org/W3012756939","https://openalex.org/W3013381883","https://openalex.org/W3042576257","https://openalex.org/W3043504212","https://openalex.org/W3046632432","https://openalex.org/W3096241851","https://openalex.org/W3097770476","https://openalex.org/W3127246082","https://openalex.org/W3155705005","https://openalex.org/W3156823504","https://openalex.org/W3194881980","https://openalex.org/W4235336266","https://openalex.org/W4242142158","https://openalex.org/W4244812766","https://openalex.org/W4251280768","https://openalex.org/W4252854535","https://openalex.org/W4280530612","https://openalex.org/W4293246086","https://openalex.org/W4324093971","https://openalex.org/W4361208034","https://openalex.org/W4381327187","https://openalex.org/W4385486166","https://openalex.org/W6600782783","https://openalex.org/W6628215090","https://openalex.org/W6637631891","https://openalex.org/W6638008547","https://openalex.org/W6643489460","https://openalex.org/W6715807424","https://openalex.org/W6732850620","https://openalex.org/W6750289916","https://openalex.org/W6760577705"],"related_works":["https://openalex.org/W1538652242","https://openalex.org/W2011521129","https://openalex.org/W4379164835","https://openalex.org/W2461968736","https://openalex.org/W4386544342","https://openalex.org/W1971438544","https://openalex.org/W2481053450","https://openalex.org/W2034909456","https://openalex.org/W4254487859","https://openalex.org/W2037329379"],"abstract_inverted_index":{"In-memory":[0],"caches":[1,19],"play":[2],"a":[3],"pivotal":[4],"role":[5],"in":[6],"optimizing":[7],"distributed":[8],"systems":[9],"by":[10],"significantly":[11],"reducing":[12],"query":[13],"response":[14],"times.":[15],"Correctly":[16],"sizing":[17,54],"these":[18,35,55],"is":[20],"critical,":[21],"especially":[22],"considering":[23],"that":[24],"prominent":[25],"organizations":[26],"use":[27],"terabytes":[28],"and":[29,42],"even":[30],"petabytes":[31],"of":[32],"DRAM":[33],"for":[34,53],"caches.":[36,56],"The":[37],"Miss":[38],"Ratio":[39],"Curve":[40],"(MRC)":[41],"Working":[43],"Set":[44],"Size":[45],"(WSS)":[46],"are":[47],"the":[48],"most":[49],"widely":[50],"used":[51],"tools":[52]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}