{"id":"https://openalex.org/W7105832367","doi":"https://doi.org/10.1109/access.2025.3633989","title":"High-Performance Serverless Computing: A Systematic Literature Review on Serverless for HPC, AI, and Big Data","display_name":"High-Performance Serverless Computing: A Systematic Literature Review on Serverless for HPC, AI, and Big Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7105832367","doi":"https://doi.org/10.1109/access.2025.3633989"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3633989","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3633989","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3633989","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Valerio Besozzi","orcid":"https://orcid.org/0009-0002-8493-2122"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Valerio Besozzi","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Matteo Della Bartola","orcid":"https://orcid.org/0009-0009-8415-2522"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Della Bartola","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Patrizio Dazzi","orcid":"https://orcid.org/0000-0001-8504-1503"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizio Dazzi","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":null,"display_name":"Marco Danelutto","orcid":"https://orcid.org/0000-0002-7433-376X"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Danelutto","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":12.0537,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9836524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"195611","last_page":"195656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.7889000177383423,"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":0.7889000177383423,"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/T14347","display_name":"Big Data and Digital Economy","score":0.05380000174045563,"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":0.03720000013709068,"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/cloud-computing","display_name":"Cloud computing","score":0.7501999735832214},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6949999928474426},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6743000149726868},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6166999936103821},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4034000039100647},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.35580000281333923},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.32659998536109924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8136000037193298},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7501999735832214},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6949999928474426},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6743000149726868},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6642000079154968},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6166999936103821},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4034000039100647},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.35580000281333923},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27239999175071716},{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.2705000042915344},{"id":"https://openalex.org/C9903902","wikidata":"https://www.wikidata.org/wiki/Q3025536","display_name":"DevOps","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C2777362162","wikidata":"https://www.wikidata.org/wiki/Q5594431","display_name":"Grand Challenges","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.2533000111579895}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2025.3633989","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3633989","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2601.09334","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2601.09334","pdf_url":"https://arxiv.org/pdf/2601.09334","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"pmh:oai:arpi.unipi.it:11568/1338187","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1338187","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:8212b635b9674b56b52aecb9ba656bb0","is_oa":true,"landing_page_url":"https://doaj.org/article/8212b635b9674b56b52aecb9ba656bb0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 195611-195656 (2025)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:18617814","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ACCESS.2025.3633989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"IEEE Access, 13, (2025-11-17)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3633989","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3633989","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6197755932807922,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G7891720732","display_name":null,"funder_award_id":"101135927","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"widespread":[1],"deployment":[2],"of":[3,92,105,143,182],"large-scale,":[4],"compute-intensive":[5,114,188],"applications":[6,115],"such":[7,37],"as":[8,38,70],"high-performance":[9,23,31,48,118],"computing,":[10,119],"artificial":[11],"intelligence,":[12],"and":[13,22,41,61,81,99,112,120,132,147,156,176],"big":[14],"data":[15],"is":[16,138],"leading":[17],"to":[18,53,57,75,109,167],"convergence":[19],"between":[20,97],"cloud":[21],"computing":[24,32,49,68],"infrastructures.":[25],"Cloud":[26],"providers":[27],"are":[28,51],"increasingly":[29],"integrating":[30],"capabilities":[33],"in":[34,46],"their":[35],"infrastructures,":[36],"hardware":[39],"accelerators":[40],"high-speed":[42],"interconnects,":[43],"while":[44],"researchers":[45,175],"the":[47,103,106,153,180],"community":[50],"starting":[52],"explore":[54],"cloud-native":[55],"paradigms":[56],"improve":[58],"scalability,":[59],"elasticity,":[60],"resource":[62],"utilization.":[63],"In":[64],"this":[65,159,164],"context,":[66],"serverless":[67,107,184],"emerges":[69],"a":[71,87,125,169],"promising":[72],"execution":[73],"model":[74],"efficiently":[76],"handle":[77],"highly":[78],"dynamic,":[79],"parallel,":[80],"distributed":[82],"workloads.":[83],"This":[84],"paper":[85],"presents":[86],"comprehensive":[88],"systematic":[89],"literature":[90],"review":[91],"122":[93],"research":[94,130,161],"articles":[95],"published":[96],"2018":[98],"early":[100],"2025,":[101],"exploring":[102],"use":[104,135],"paradigm":[108],"develop,":[110],"deploy,":[111],"orchestrate":[113],"across":[116],"cloud,":[117],"hybrid":[121],"environments.":[122],"From":[123],"these,":[124],"taxonomy":[126],"comprising":[127],"eight":[128],"primary":[129],"directions":[131],"nine":[133],"targeted":[134],"case":[136],"domains":[137],"proposed,":[139],"alongside":[140],"an":[141],"analysis":[142],"recent":[144],"publication":[145],"trends":[146],"collaboration":[148],"networks":[149],"among":[150],"authors,":[151],"highlighting":[152],"growing":[154],"interest":[155],"interconnections":[157],"within":[158],"emerging":[160],"field.":[162],"Overall,":[163],"work":[165],"aims":[166],"offer":[168],"valuable":[170],"foundation":[171],"for":[172,186],"both":[173],"new":[174],"experienced":[177],"practitioners,":[178],"guiding":[179],"development":[181],"next-generation":[183],"solutions":[185],"parallel":[187],"applications.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-11-17T00:00:00"}