{"id":"https://openalex.org/W2905507405","doi":"https://doi.org/10.48550/arxiv.1812.03651","title":"Serverless Computing: One Step Forward, Two Steps Back","display_name":"Serverless Computing: One Step Forward, Two Steps Back","publication_year":2018,"publication_date":"2018-12-10","ids":{"openalex":"https://openalex.org/W2905507405","doi":"https://doi.org/10.48550/arxiv.1812.03651","mag":"2905507405"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1812.03651","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.03651","pdf_url":"https://arxiv.org/pdf/1812.03651","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/1812.03651","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043626252","display_name":"Joseph M. Hellerstein","orcid":"https://orcid.org/0000-0002-7712-4306","observed_orcids":["https://orcid.org/0000-0002-7712-4306"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hellerstein, Joseph M.","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053191818","display_name":"Jose M. Faleiro","orcid":"https://orcid.org/0000-0003-2125-5160","observed_orcids":["https://orcid.org/0000-0003-2125-5160"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Faleiro, Jose","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072427753","display_name":"Joseph E. Gonzalez","orcid":"https://orcid.org/0000-0003-2921-956X","observed_orcids":["https://orcid.org/0000-0003-2921-956X"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gonzalez, Joseph E.","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059622000","display_name":"Johann Schleier-Smith","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Schleier-Smith, Johann","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051778170","display_name":"Vikram Sreekanti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sreekanti, Vikram","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048451114","display_name":"Alexey Tumanov","orcid":"https://orcid.org/0009-0005-7862-1477","observed_orcids":["https://orcid.org/0009-0005-7862-1477"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tumanov, Alexey","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034693651","display_name":"Chenggang Wu","orcid":"https://orcid.org/0000-0002-2716-4393","observed_orcids":["https://orcid.org/0000-0002-2716-4393"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wu, Chenggang","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":386,"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/T10772","display_name":"Distributed systems and fault tolerance","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":1.0},{"id":"https://openalex.org/keywords/auto-scaling","display_name":"auto-scaling","score":0.8169999718666077},{"id":"https://openalex.org/keywords/pay-as-you-go","display_name":"pay-as-you-go","score":0.8289999961853027},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"cloud computing","score":0.6359999775886536},{"id":"https://openalex.org/keywords/data-centric-computing","display_name":"data-centric computing","score":0.9160000085830688},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"distributed computing","score":0.9929999709129333},{"id":"https://openalex.org/keywords/open-source-software","display_name":"open source software","score":0.8790000081062317},{"id":"https://openalex.org/keywords/custom-hardware","display_name":"custom hardware","score":0.9950000047683716},{"id":"https://openalex.org/keywords/data-systems","display_name":"data systems","score":0.7120000123977661}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8854782581329346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7237434387207031},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.5690662860870361},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5322204828262329},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4485437572002411},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37071940302848816},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3691387176513672},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2155296504497528},{"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/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:1812.03651","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.03651","pdf_url":"https://arxiv.org/pdf/1812.03651","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":"mag:2949342675","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1812.03651v1","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1812.03651","doi":"https://doi.org/10.48550/arxiv.1812.03651","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1812.03651","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1812.03651","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1812.03651","pdf_url":"https://arxiv.org/pdf/1812.03651","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":[{"display_name":"Industry, innovation and infrastructure","score":0.6773999929428101,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2905507405.pdf","grobid_xml":"https://content.openalex.org/works/W2905507405.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W133030971","https://openalex.org/W193566757","https://openalex.org/W1516319412","https://openalex.org/W1965498649","https://openalex.org/W1970603441","https://openalex.org/W1990249073","https://openalex.org/W1996914903","https://openalex.org/W2031491316","https://openalex.org/W2071187449","https://openalex.org/W2120626294","https://openalex.org/W2136575791","https://openalex.org/W2153926311","https://openalex.org/W2157598146","https://openalex.org/W2161407849","https://openalex.org/W2163059190","https://openalex.org/W2604805566","https://openalex.org/W2604861932","https://openalex.org/W2811035651","https://openalex.org/W2885143938","https://openalex.org/W2951220536","https://openalex.org/W2952466606","https://openalex.org/W2964108773"],"related_works":["https://openalex.org/W2948065704","https://openalex.org/W3031696079","https://openalex.org/W2922678914","https://openalex.org/W4226334025","https://openalex.org/W4408298351","https://openalex.org/W4286893457","https://openalex.org/W6885161362","https://openalex.org/W6977700447","https://openalex.org/W2950821735","https://openalex.org/W2984509506"],"abstract_inverted_index":{"Serverless":[0],"computing":[1],"offers":[2],"the":[3,7,78,98,102],"potential":[4,30,100],"to":[5,74,96,113],"program":[6],"cloud":[8,63],"in":[9,22,36],"an":[10],"autoscaling,":[11],"pay-as-you":[12],"go":[13],"manner.":[14],"In":[15,72],"this":[16],"paper":[17],"we":[18,85,91],"address":[19],"critical":[20],"gaps":[21,54],"first-generation":[23],"serverless":[24,57,83],"computing,":[25,43],"which":[26],"place":[27],"its":[28,104],"autoscaling":[29],"at":[31],"odds":[32],"with":[33],"dominant":[34],"trends":[35],"modern":[37],"computing:":[38],"notably":[39],"data-centric":[40],"and":[41,48,65,108],"distributed":[42],"but":[44],"also":[45],"open":[46],"source":[47],"custom":[49],"hardware.":[50],"Put":[51],"together,":[52],"these":[53],"make":[55],"current":[56,82],"offerings":[58],"a":[59,87],"bad":[60,67],"fit":[61],"for":[62,68],"innovation":[64],"particularly":[66],"data":[69],"systems":[70],"innovation.":[71],"addition":[73],"pinpointing":[75],"some":[76],"of":[77,81,89,106,110],"main":[79],"shortfalls":[80],"architectures,":[84],"raise":[86],"set":[88],"challenges":[90],"believe":[92],"must":[93],"be":[94],"met":[95],"unlock":[97],"radical":[99],"that":[101],"cloud---with":[103],"exabytes":[105],"storage":[107],"millions":[109],"cores---should":[111],"offer":[112],"innovative":[114],"developers.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":25},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":61},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":48},{"year":2021,"cited_by_count":67},{"year":2020,"cited_by_count":70},{"year":2019,"cited_by_count":39}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-12-22T00:00:00"}
