{"id":"https://openalex.org/W4372260324","doi":"https://doi.org/10.1145/3552326.3567496","title":"Palette Load Balancing: Locality Hints for Serverless Functions","display_name":"Palette Load Balancing: Locality Hints for Serverless Functions","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372260324","doi":"https://doi.org/10.1145/3552326.3567496"},"language":"en","primary_location":{"id":"doi:10.1145/3552326.3567496","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3552326.3567496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighteenth 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/A5022693593","display_name":"Mania Abdi","orcid":"https://orcid.org/0000-0001-6458-2650"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mania Abdi","raw_affiliation_strings":["Computer Science, Northeastern University, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6458-2650","affiliations":[{"raw_affiliation_string":"Computer Science, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017864929","display_name":"Samuel Ginzburg","orcid":"https://orcid.org/0000-0001-8878-0811"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Ginzburg","raw_affiliation_strings":["Princeton University, Princeton, New Jersey, USA"],"raw_orcid":"https://orcid.org/0000-0001-8878-0811","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, New Jersey, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031279983","display_name":"Xiayue Charles Lin","orcid":"https://orcid.org/0000-0003-1454-9718"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiayue Charles Lin","raw_affiliation_strings":["Anyscale, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0000-0003-1454-9718","affiliations":[{"raw_affiliation_string":"Anyscale, Berkeley, California, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053191818","display_name":"Jose M. Faleiro","orcid":"https://orcid.org/0000-0003-2125-5160"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jose Faleiro","raw_affiliation_strings":["Unaffiliated, San Francisco, California, USA"],"raw_orcid":"https://orcid.org/0000-0003-2125-5160","affiliations":[{"raw_affiliation_string":"Unaffiliated, San Francisco, California, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029527324","display_name":"Gohar Irfan Chaudhry","orcid":"https://orcid.org/0000-0002-1025-0009"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gohar Irfan Chaudhry","raw_affiliation_strings":["Azure Systems Research, Microsoft, Redmond, Washington, USA"],"raw_orcid":"https://orcid.org/0000-0002-1025-0009","affiliations":[{"raw_affiliation_string":"Azure Systems Research, Microsoft, Redmond, Washington, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090311560","display_name":"\u00cd\u00f1igo Goiri","orcid":"https://orcid.org/0000-0003-2591-4012"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Inigo Goiri","raw_affiliation_strings":["Azure Systems Research, Microsoft, Redmond, Washington, United States"],"raw_orcid":"https://orcid.org/0000-0003-2591-4012","affiliations":[{"raw_affiliation_string":"Azure Systems Research, Microsoft, Redmond, Washington, United States","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089615986","display_name":"Ricardo Bianchini","orcid":"https://orcid.org/0000-0001-5971-5084"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ricardo Bianchini","raw_affiliation_strings":["Azure Systems Research, Microsoft, Redmond, Washington, United States"],"raw_orcid":"https://orcid.org/0000-0001-5971-5084","affiliations":[{"raw_affiliation_string":"Azure Systems Research, Microsoft, Redmond, Washington, United States","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063512602","display_name":"Daniel S. Berger","orcid":"https://orcid.org/0000-0002-3911-1512"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel S Berger","raw_affiliation_strings":["Azure Systems Research, Microsoft, Redmond, Washington, United States"],"raw_orcid":"https://orcid.org/0000-0002-3911-1512","affiliations":[{"raw_affiliation_string":"Azure Systems Research, Microsoft, Redmond, Washington, United States","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036529548","display_name":"Rodrigo Fonseca","orcid":"https://orcid.org/0000-0001-9662-2661"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodrigo Fonseca","raw_affiliation_strings":["Azure Systems Research, Microsoft, Redmond, Washington, United States"],"raw_orcid":"https://orcid.org/0000-0001-9662-2661","affiliations":[{"raw_affiliation_string":"Azure Systems Research, Microsoft, Redmond, Washington, United States","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.6707,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.99196785,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"365","last_page":"380"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9972000122070312,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/palette","display_name":"Palette (painting)","score":0.9017859697341919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8545907735824585},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.7179720401763916},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.6445443630218506},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5678486227989197},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5154041051864624},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.5149112939834595},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34201502799987793},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.322989821434021}],"concepts":[{"id":"https://openalex.org/C2779674283","wikidata":"https://www.wikidata.org/wiki/Q425548","display_name":"Palette (painting)","level":2,"score":0.9017859697341919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8545907735824585},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.7179720401763916},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.6445443630218506},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5678486227989197},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5154041051864624},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.5149112939834595},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34201502799987793},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.322989821434021},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3552326.3567496","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3552326.3567496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighteenth European Conference on Computer Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/150837","is_oa":false,"landing_page_url":"https://hdl.handle.net/1721.1/150837","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Association for Computing Machinery","raw_type":"http://purl.org/eprint/type/JournalArticle"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1587463421","https://openalex.org/W1607435899","https://openalex.org/W1986419873","https://openalex.org/W1989047664","https://openalex.org/W2020765652","https://openalex.org/W2083541728","https://openalex.org/W2089269509","https://openalex.org/W2117189944","https://openalex.org/W2118173195","https://openalex.org/W2144982963","https://openalex.org/W2489451554","https://openalex.org/W2542459869","https://openalex.org/W2591324491","https://openalex.org/W2604805566","https://openalex.org/W2734941459","https://openalex.org/W2886464150","https://openalex.org/W2899160556","https://openalex.org/W2905507405","https://openalex.org/W2911351991","https://openalex.org/W2923926697","https://openalex.org/W2931122162","https://openalex.org/W2961684981","https://openalex.org/W2963761135","https://openalex.org/W2982790324","https://openalex.org/W2989618961","https://openalex.org/W2992159950","https://openalex.org/W3003629522","https://openalex.org/W3010457348","https://openalex.org/W3010543330","https://openalex.org/W3031868945","https://openalex.org/W3093150360","https://openalex.org/W3095841401","https://openalex.org/W3096650550","https://openalex.org/W3097213700","https://openalex.org/W3097770476","https://openalex.org/W3097948932","https://openalex.org/W3101868768","https://openalex.org/W3115213498","https://openalex.org/W3125961627","https://openalex.org/W3159219445","https://openalex.org/W3176147180","https://openalex.org/W3177426243","https://openalex.org/W3205898353","https://openalex.org/W3209190856","https://openalex.org/W3215028506","https://openalex.org/W4220693924","https://openalex.org/W4239429564","https://openalex.org/W4283384480","https://openalex.org/W6637998620","https://openalex.org/W6669376401","https://openalex.org/W6677424129","https://openalex.org/W6753751555","https://openalex.org/W6966481473"],"related_works":["https://openalex.org/W2384383935","https://openalex.org/W4234082839","https://openalex.org/W2509410833","https://openalex.org/W2770234245","https://openalex.org/W3183827559","https://openalex.org/W2004761075","https://openalex.org/W96612179","https://openalex.org/W2368237188","https://openalex.org/W2167830588","https://openalex.org/W4229499248"],"abstract_inverted_index":{"Function-as-a-Service":[0],"(FaaS)":[1],"serverless":[2,73,126,142,162],"computing":[3],"enables":[4],"a":[5,31,43,56,105,113,125,130,141,161],"simple":[6,57],"programming":[7],"model":[8],"with":[9,129],"almost":[10],"unbounded":[11],"elasticity.":[12],"Unfortunately,":[13],"current":[14],"FaaS":[15,54],"platforms":[16],"achieve":[17],"this":[18],"flexibility":[19],"at":[20],"the":[21,63,72,76,88,99,108,135,176,182],"cost":[22],"of":[23,75,107,121,144,164,181],"lower":[24],"performance":[25],"for":[26],"data-intensive":[27],"applications":[28,55],"compared":[29],"to":[30,36,40,59,62,90,95,112,178],"serverful":[32,179],"deployment.":[33],"The":[34],"ability":[35],"have":[37],"computation":[38],"close":[39],"data":[41],"is":[42],"key":[44],"missing":[45],"feature.":[46],"We":[47,103],"introduce":[48],"Palette":[49,70,109,133,146,166],"load":[50,110,116],"balancing,":[51],"which":[52],"offers":[53],"mechanism":[58],"express":[60],"locality":[61],"platform,":[64],"through":[65],"hints":[66],"we":[67],"term":[68],"\"colors\".":[69],"maintains":[71],"nature":[74],"service":[77],"-":[78,85],"users":[79],"are":[80],"still":[81],"not":[82],"allocating":[83],"resources":[84],"while":[86],"allowing":[87],"platform":[89],"place":[91],"successive":[92],"invocations":[93],"related":[94],"each":[96],"other":[97],"on":[98,118,154],"same":[100,183],"executing":[101],"node.":[102],"compare":[104],"prototype":[106],"balancer":[111,117],"state-of-the-art":[114],"locality-oblivious":[115],"representative":[119],"examples":[120],"three":[122],"applications.":[123],"For":[124,140],"web":[127],"application":[128],"local":[131],"cache,":[132],"improves":[134,147,167],"hit":[136],"ratio":[137],"by":[138,150,170],"6x.":[139],"version":[143,163],"Dask,":[145],"run":[148,168],"times":[149,169],"46%":[151],"and":[152,157],"40%":[153],"Task":[155],"Bench":[156],"TPC-H,":[158],"respectively.":[159],"On":[160],"NumS,":[165],"37%.":[171],"These":[172],"improvements":[173],"largely":[174],"bridge":[175],"gap":[177],"implementation":[180],"systems.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
