{"id":"https://openalex.org/W2418543752","doi":"https://doi.org/10.1145/2926534.2926541","title":"Toward elastic memory management for cloud data analytics","display_name":"Toward elastic memory management for cloud data analytics","publication_year":2016,"publication_date":"2016-06-10","ids":{"openalex":"https://openalex.org/W2418543752","doi":"https://doi.org/10.1145/2926534.2926541","mag":"2418543752"},"language":"en","primary_location":{"id":"doi:10.1145/2926534.2926541","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2926534.2926541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond","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/A5100426898","display_name":"Jingjing Wang","orcid":"https://orcid.org/0000-0003-3170-8952"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingjing Wang","raw_affiliation_strings":["University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064988079","display_name":"Magdalena Ba\u0142azi\u0144ska","orcid":"https://orcid.org/0000-0002-6805-0325"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magdalena Balazinska","raw_affiliation_strings":["University of Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2132,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96293254,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9969000220298767,"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":0.8112515807151794},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7821726202964783},{"id":"https://openalex.org/keywords/garbage-collection","display_name":"Garbage collection","score":0.7788882255554199},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7055788040161133},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.6919459700584412},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5730496644973755},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4561518728733063},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.45598557591438293},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38786783814430237},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3549143970012665},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33383017778396606},{"id":"https://openalex.org/keywords/garbage","display_name":"Garbage","score":0.28810179233551025},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.28674978017807007},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.12781286239624023}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112515807151794},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7821726202964783},{"id":"https://openalex.org/C105122174","wikidata":"https://www.wikidata.org/wiki/Q322202","display_name":"Garbage collection","level":3,"score":0.7788882255554199},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7055788040161133},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.6919459700584412},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5730496644973755},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4561518728733063},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.45598557591438293},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38786783814430237},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3549143970012665},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33383017778396606},{"id":"https://openalex.org/C75403996","wikidata":"https://www.wikidata.org/wiki/Q5521979","display_name":"Garbage","level":2,"score":0.28810179233551025},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.28674978017807007},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.12781286239624023},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2926534.2926541","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2926534.2926541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7494743753","display_name":null,"funder_award_id":"IIS-1247469","funder_id":"https://openalex.org/F4320309085","funder_display_name":"Center for Selective C-H Functionalization, National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306151","display_name":"Alfred P. Sloan Foundation","ror":"https://ror.org/052csg198"},{"id":"https://openalex.org/F4320306202","display_name":"Gordon and Betty Moore Foundation","ror":"https://ror.org/006wxqw41"},{"id":"https://openalex.org/F4320306854","display_name":"Washington Research Foundation","ror":"https://ror.org/00hasdx88"},{"id":"https://openalex.org/F4320309085","display_name":"Center for Selective C-H Functionalization, National Science Foundation","ror":"https://ror.org/02h8v7m77"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1506786868","https://openalex.org/W1568617491","https://openalex.org/W1580054209","https://openalex.org/W1593856066","https://openalex.org/W1598064945","https://openalex.org/W1834532152","https://openalex.org/W1879637716","https://openalex.org/W1964297545","https://openalex.org/W1974695870","https://openalex.org/W1984116073","https://openalex.org/W2020369684","https://openalex.org/W2035178360","https://openalex.org/W2067080594","https://openalex.org/W2076984429","https://openalex.org/W2082171780","https://openalex.org/W2083113964","https://openalex.org/W2096544401","https://openalex.org/W2105947650","https://openalex.org/W2117406969","https://openalex.org/W2131596999","https://openalex.org/W2131975293","https://openalex.org/W2133990480","https://openalex.org/W2153626769","https://openalex.org/W2163961697","https://openalex.org/W2215987640","https://openalex.org/W2217174568","https://openalex.org/W2394680079","https://openalex.org/W4239100723","https://openalex.org/W6635687051"],"related_works":["https://openalex.org/W2165063050","https://openalex.org/W2374437156","https://openalex.org/W3046276722","https://openalex.org/W2727062031","https://openalex.org/W2299660337","https://openalex.org/W2104098106","https://openalex.org/W266721043","https://openalex.org/W4384948881","https://openalex.org/W2592247214","https://openalex.org/W2104196725"],"abstract_inverted_index":{"We":[0],"present":[1],"several":[2],"key":[3],"elements":[4],"towards":[5],"elastic":[6],"memory":[7],"management":[8],"in":[9],"modern":[10],"big":[11],"data":[12],"systems.":[13],"The":[14],"goal":[15],"of":[16],"our":[17],"approach":[18],"is":[19],"to":[20,28],"avoid":[21,29],"out-of-memory":[22],"failures":[23],"without":[24],"over-provisioning":[25],"but":[26],"also":[27],"garbage-collection":[30],"overheads":[31],"when":[32],"possible.":[33]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
