{"id":"https://openalex.org/W4387490810","doi":"https://doi.org/10.1145/3605181.3626286","title":"Understanding the Neglected Cost of Serverless Cluster Management","display_name":"Understanding the Neglected Cost of Serverless Cluster Management","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4387490810","doi":"https://doi.org/10.1145/3605181.3626286"},"language":"en","primary_location":{"id":"doi:10.1145/3605181.3626286","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605181.3626286","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 Workshop on Resource Disaggregation and Serverless","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/A5009794724","display_name":"Lazar Cvetkovi\u0107","orcid":"https://orcid.org/0009-0000-1373-8395"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Lazar Cvetkovi\u0107","raw_affiliation_strings":["ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036529548","display_name":"Rodrigo Fonseca","orcid":"https://orcid.org/0000-0001-9662-2661"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rodrigo Fonseca","raw_affiliation_strings":["Azure Systems Research, Redmond, Washington, United States of America"],"affiliations":[{"raw_affiliation_string":"Azure Systems Research, Redmond, Washington, United States of America","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000009841","display_name":"Ana Klimovic","orcid":"https://orcid.org/0000-0001-8559-0529"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ana Klimovic","raw_affiliation_strings":["ETH Z\u00fcrich, Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009794724"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":0.4595,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69790206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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":0.9921000003814697,"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":0.7918254137039185},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5784865617752075},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5746546983718872},{"id":"https://openalex.org/keywords/sandbox","display_name":"Sandbox (software development)","score":0.5603588223457336},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5319194197654724},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5105737447738647},{"id":"https://openalex.org/keywords/failover","display_name":"Failover","score":0.5032662749290466},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4736016094684601},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.444132924079895},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.374645471572876},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3497034013271332},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10731056332588196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7918254137039185},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5784865617752075},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5746546983718872},{"id":"https://openalex.org/C167981075","wikidata":"https://www.wikidata.org/wiki/Q2667186","display_name":"Sandbox (software development)","level":2,"score":0.5603588223457336},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5319194197654724},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5105737447738647},{"id":"https://openalex.org/C109751979","wikidata":"https://www.wikidata.org/wiki/Q998767","display_name":"Failover","level":2,"score":0.5032662749290466},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4736016094684601},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.444132924079895},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.374645471572876},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3497034013271332},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10731056332588196},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3605181.3626286","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605181.3626286","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 Workshop on Resource Disaggregation and Serverless","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1502797194","https://openalex.org/W2015099024","https://openalex.org/W2102849319","https://openalex.org/W2105947650","https://openalex.org/W2120422789","https://openalex.org/W2140094873","https://openalex.org/W2141992894","https://openalex.org/W2734941459","https://openalex.org/W2911858398","https://openalex.org/W3012028616","https://openalex.org/W3021027963","https://openalex.org/W3125961627","https://openalex.org/W3148847724","https://openalex.org/W3153413990","https://openalex.org/W3155733327","https://openalex.org/W3209593805","https://openalex.org/W4214610523","https://openalex.org/W4308426867","https://openalex.org/W6600655081","https://openalex.org/W6642310769"],"related_works":["https://openalex.org/W4301026628","https://openalex.org/W2033352828","https://openalex.org/W2606436249","https://openalex.org/W2355810117","https://openalex.org/W3098313552","https://openalex.org/W2371793191","https://openalex.org/W2345333718","https://openalex.org/W70177500","https://openalex.org/W2546418048","https://openalex.org/W2914840859"],"abstract_inverted_index":{"Serverless":[0],"computing":[1],"enables":[2],"the":[3,11,33,76,91,118],"cloud":[4],"platform":[5],"to":[6,13,60,109],"optimize":[7],"resource":[8],"management":[9],"under":[10],"hood":[12],"improve":[14,110],"performance":[15],"and":[16,50,58,102,113],"resource-efficiency.":[17],"However,":[18],"today's":[19],"serverless":[20,37,49,87,100],"cluster":[21,46,77,96,119],"managers":[22],"are":[23],"designed":[24],"by":[25,116],"simply":[26],"retrofitting":[27],"legacy":[28],"workload":[29],"orchestration":[30],"systems,":[31],"despite":[32],"unique":[34],"characteristics":[35],"of":[36,63,94,106],"workloads.":[38],"We":[39,89],"study":[40],"Knative-on-K8s":[41],"as":[42],"a":[43,104],"representative":[44],"state-of-the-art":[45],"manager":[47,97,120],"for":[48,66,99],"show":[51],"that":[52],"it":[53],"can":[54],"cause":[55,93],"second-scale":[56],"delays":[57],"contribute":[59],"over":[61],"65%":[62],"end-to-end":[64,111],"latency":[65,112],"function":[67],"invocations":[68],"experiencing":[69],"cold":[70],"starts.":[71],"These":[72],"overheads":[73,98],"occur":[74],"when":[75],"experiences":[78],"high":[79],"sandbox":[80],"churn,":[81],"which":[82],"is":[83],"common":[84],"in":[85],"production":[86],"deployments.":[88],"analyze":[90],"root":[92],"current":[95],"workloads":[101],"propose":[103],"set":[105],"design":[107],"principles":[108],"peak":[114],"throughput":[115],"rethinking":[117],"system":[121],"architecture.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
