{"id":"https://openalex.org/W4403344634","doi":"https://doi.org/10.48550/arxiv.2410.06145","title":"Serverless Cold Starts and Where to Find Them","display_name":"Serverless Cold Starts and Where to Find Them","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403344634","doi":"https://doi.org/10.48550/arxiv.2410.06145"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2410.06145","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.06145","pdf_url":"https://arxiv.org/pdf/2410.06145","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.06145","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082572295","display_name":"Artjom Joosen","orcid":"https://orcid.org/0009-0007-6189-2515","observed_orcids":["https://orcid.org/0009-0007-6189-2515"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joosen, Artjom","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5142056654","display_name":"Ahmed Hassan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hassan, Ahmed","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004304345","display_name":"Martin Asenov","orcid":"https://orcid.org/0000-0003-4610-3112","observed_orcids":["https://orcid.org/0000-0003-4610-3112"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Asenov, Martin","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083631552","display_name":"Rajkarn Singh","orcid":"https://orcid.org/0000-0003-0035-2471","observed_orcids":["https://orcid.org/0000-0003-0035-2471"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Singh, Rajkarn","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005605477","display_name":"Luke Nicholas Darlow","orcid":"https://orcid.org/0009-0009-6163-6807","observed_orcids":["https://orcid.org/0009-0009-6163-6807"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Darlow, Luke","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141926012","display_name":"Jianfeng Wang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Jianfeng","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020434089","display_name":"Qiwen Deng","orcid":"https://orcid.org/0009-0005-3663-0914","observed_orcids":["https://orcid.org/0009-0005-3663-0914"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deng, Qiwen","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Barker, Adam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barker, Adam","raw_affiliation_strings":["Central Software Institute , Huawei"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Software Institute , Huawei","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"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":0.9994999766349792,"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/T12127","display_name":"Software System Performance and Reliability","score":9.999999747378752e-05,"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/T14098","display_name":"Energy Efficiency in Computing","score":9.999999747378752e-05,"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/serverless-computing","display_name":"serverless computing","score":0.9509999752044678},{"id":"https://openalex.org/keywords/cold-start","display_name":"cold start","score":0.9039999842643738},{"id":"https://openalex.org/keywords/function-as-a-service","display_name":"function-as-a-service","score":0.5820000171661377},{"id":"https://openalex.org/keywords/scheduling-delay","display_name":"scheduling delay","score":0.6470000147819519}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3686569333076477}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2410.06145","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.06145","pdf_url":"https://arxiv.org/pdf/2410.06145","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2410.06145","doi":"https://doi.org/10.48550/arxiv.2410.06145","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2410.06145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.06145","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.06145","pdf_url":"https://arxiv.org/pdf/2410.06145","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403344634.pdf","grobid_xml":"https://content.openalex.org/works/W4403344634.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2764100055","https://openalex.org/W2801852883","https://openalex.org/W2889249959","https://openalex.org/W3021027963","https://openalex.org/W3166119334","https://openalex.org/W4368353283","https://openalex.org/W4387321645","https://openalex.org/W4388040908"],"related_works":["https://openalex.org/W3033529032","https://openalex.org/W7002224162","https://openalex.org/W4399241500","https://openalex.org/W4402044313","https://openalex.org/W3037603558","https://openalex.org/W3045501863","https://openalex.org/W7151036708","https://openalex.org/W3000128872","https://openalex.org/W4385831407","https://openalex.org/W2897213586"],"abstract_inverted_index":{"This":[0],"paper":[1],"releases":[2],"and":[3,13,36,48,62,77,81,84,93,121,140,147,160,181,193,210,231,241],"analyzes":[4],"a":[5,38,114],"month-long":[6],"trace":[7],"of":[8,41,50,69,118,143,149,212,235],"85":[9],"billion":[10],"user":[11],"requests":[12],"11.9":[14],"million":[15],"cold":[16,34,51,70,110,119,128,150,166,186,213],"starts":[17,35,167,187,214],"from":[18,27],"Huawei's":[19],"serverless":[20,236],"cloud":[21,237],"platform.":[22],"Our":[23,135,239],"analysis":[24],"spans":[25],"workloads":[26],"five":[28],"data":[29],"centers.":[30],"We":[31,66,96],"focus":[32],"on":[33,201],"provide":[37],"comprehensive":[39],"examination":[40],"the":[42,46,103,138,144,208,233],"underlying":[43],"factors":[44,54],"influencing":[45],"number":[47,209],"duration":[49,211],"starts.":[52],"These":[53],"include":[55],"trigger":[56,91,156],"types,":[57,92,157],"request":[58],"synchronicity,":[59],"runtime":[60,89,158],"languages,":[61,90,159],"function":[63,161],"resource":[64,94,162],"allocations.":[65,163],"investigate":[67],"components":[68],"starts,":[71,120,151],"including":[72],"pod":[73,98,197],"allocation":[74,198],"time,":[75,80,112],"code":[76,242],"dependency":[78,178],"deployment":[79,179],"scheduling":[82],"delays,":[83],"examine":[85],"their":[86],"relationships":[87],"with":[88,126],"allocation.":[95],"introduce":[97],"utility":[99],"ratio":[100],"to":[101,108,173,190,206,227],"measure":[102],"pod's":[104],"useful":[105,133],"lifetime":[106],"relative":[107],"its":[109],"start":[111,129],"giving":[113],"more":[115],"complete":[116],"picture":[117],"see":[122],"that":[123],"some":[124],"pods":[125],"long":[127],"times":[130],"have":[131],"longer":[132],"lifetimes.":[134],"findings":[136],"reveal":[137],"complexity":[139],"multifaceted":[141],"origins":[142],"number,":[145],"duration,":[146],"characteristics":[148],"driven":[152],"by":[153,177,196],"differences":[154],"in":[155,168],"For":[164],"example,":[165],"Region":[169,184],"1":[170],"take":[171,188],"up":[172,189],"7":[174],"seconds,":[175],"dominated":[176,195],"time":[180],"scheduling.":[182,219],"In":[183],"2,":[185],"3":[191],"seconds":[192],"are":[194,243],"time.":[199],"Based":[200],"this,":[202],"we":[203,221],"identify":[204],"opportunities":[205],"reduce":[207],"using":[215],"strategies":[216],"for":[217,224],"multi-region":[218],"Finally,":[220],"suggest":[222],"directions":[223],"future":[225],"research":[226],"address":[228],"these":[229],"challenges":[230],"enhance":[232],"performance":[234],"platforms.":[238],"datasets":[240],"available":[244],"here":[245],"https://github.com/sir-lab/data-release":[246]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2024-10-12T00:00:00"}
