{"id":"https://openalex.org/W2041564575","doi":"https://doi.org/10.1145/2523616.2523626","title":"Memory footprint matters","display_name":"Memory footprint matters","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2041564575","doi":"https://doi.org/10.1145/2523616.2523626","mag":"2041564575"},"language":"en","primary_location":{"id":"doi:10.1145/2523616.2523626","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2523616.2523626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th annual Symposium on Cloud Computing","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/A5001035930","display_name":"Spyros Blanas","orcid":"https://orcid.org/0009-0004-2703-7177"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Spyros Blanas","raw_affiliation_strings":["University of Wisconsin--Madison","University of Wisconsin, Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin--Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069237428","display_name":"Jignesh M. Patel","orcid":"https://orcid.org/0000-0003-3653-2538"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jignesh M. Patel","raw_affiliation_strings":["University of Wisconsin--Madison","University of Wisconsin, Madison"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin--Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6409,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90701312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994000196456909,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994000196456909,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9990000128746033,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8819475173950195},{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.6917481422424316},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.5928880572319031},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.5139452815055847},{"id":"https://openalex.org/keywords/join","display_name":"Join (topology)","score":0.5081431865692139},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5079346299171448},{"id":"https://openalex.org/keywords/hash-join","display_name":"Hash join","score":0.5055773258209229},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.48528262972831726},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.4841180741786957},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4648420214653015},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24921447038650513},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15393468737602234},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09808921813964844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8819475173950195},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.6917481422424316},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.5928880572319031},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.5139452815055847},{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.5081431865692139},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5079346299171448},{"id":"https://openalex.org/C188805328","wikidata":"https://www.wikidata.org/wiki/Q4060691","display_name":"Hash join","level":3,"score":0.5055773258209229},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.48528262972831726},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.4841180741786957},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4648420214653015},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24921447038650513},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15393468737602234},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09808921813964844},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2523616.2523626","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2523616.2523626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th annual Symposium on Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3035801403","display_name":null,"funder_award_id":"IIS-0963993, IIS-1250886","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1570477871","https://openalex.org/W1966648469","https://openalex.org/W1969877208","https://openalex.org/W1974796034","https://openalex.org/W1987163291","https://openalex.org/W2003515726","https://openalex.org/W2043934800","https://openalex.org/W2072541977","https://openalex.org/W2082695854","https://openalex.org/W2088310495","https://openalex.org/W2089347259","https://openalex.org/W2091323212","https://openalex.org/W2097880677","https://openalex.org/W2099580433","https://openalex.org/W2100099053","https://openalex.org/W2105175890","https://openalex.org/W2106771621","https://openalex.org/W2113831242","https://openalex.org/W2122048769","https://openalex.org/W2125529470","https://openalex.org/W2126583885","https://openalex.org/W2130911657","https://openalex.org/W2150630976","https://openalex.org/W2155651153","https://openalex.org/W2752853835","https://openalex.org/W2914512445","https://openalex.org/W3005237218","https://openalex.org/W4238675359","https://openalex.org/W6677064796","https://openalex.org/W6759017331"],"related_works":["https://openalex.org/W2393491644","https://openalex.org/W4206577045","https://openalex.org/W650102067","https://openalex.org/W1550806730","https://openalex.org/W2589740103","https://openalex.org/W2172084996","https://openalex.org/W1501284171","https://openalex.org/W2397450670","https://openalex.org/W1966967794","https://openalex.org/W3086237447"],"abstract_inverted_index":{"High-performance":[0],"analytical":[1,126],"data":[2,23,48,74,127],"processing":[3,75,128],"systems":[4],"often":[5],"run":[6],"on":[7,39,130],"servers":[8],"with":[9,167],"large":[10],"amounts":[11],"of":[12,35,80,101,110,144,148,154,178],"main":[13,55],"memory.":[14,56],"A":[15,77],"common":[16],"operation":[17],"in":[18,54,84,88,174],"such":[19],"environments":[20],"is":[21,38,65,83,133,160,173],"combining":[22],"from":[24],"two":[25],"or":[26],"more":[27,194],"sources":[28],"using":[29],"some":[30],"\"join\"":[31],"algorithm.":[32,157],"The":[33],"focus":[34],"this":[36,81],"paper":[37],"studying":[40],"hash-based":[41,179],"and":[42,151,180,188],"sort-based":[43,181],"equi-join":[44,182],"algorithms":[45],"when":[46,124],"the":[47,98,108,142,149,152,176],"sets":[49],"being":[50],"joined":[51],"fully":[52],"reside":[53],"We":[57,139],"only":[58],"consider":[59,97,141],"a":[60,193],"single":[61],"node":[62],"setting,":[63],"which":[64,198],"an":[66,120],"important":[67,121],"building":[68],"block":[69],"for":[70,162],"larger":[71],"high-performance":[72],"distributed":[73],"systems.":[76],"critical":[78],"contribution":[79,172],"work":[82],"pointing":[85],"out":[86],"that":[87,113,132],"addition":[89],"to":[90,191,201],"query":[91,165,189],"response":[92],"time,":[93],"one":[94],"must":[95],"also":[96,140],"memory":[99],"footprint":[100,118],"each":[102,155],"join":[103,156,199],"algorithm,":[104],"as":[105],"it":[106],"impacts":[107],"number":[109],"concurrent":[111,137],"queries":[112],"can":[114],"be":[115],"serviced.":[116],"Memory":[117],"becomes":[119],"deployment":[122],"consideration":[123],"running":[125],"services":[129],"hardware":[131],"shared":[134],"by":[135],"other":[136],"services.":[138],"impact":[143],"particular":[145],"physical":[146],"properties":[147,177],"input":[150],"output":[153],"This":[158],"information":[159],"essential":[161],"optimizing":[163],"complex":[164],"pipelines":[166],"multiple":[168],"joins.":[169],"Our":[170],"key":[171],"characterizing":[175],"algorithms,":[183],"thereby":[184],"allowing":[185],"system":[186],"implementers":[187],"optimizers":[190],"make":[192],"informed":[195],"choice":[196],"about":[197],"algorithm":[200],"use.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}