{"id":"https://openalex.org/W4362490155","doi":"https://doi.org/10.1145/3578245.3585333","title":"Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS","display_name":"Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4362490155","doi":"https://doi.org/10.1145/3578245.3585333"},"language":"en","primary_location":{"id":"doi:10.1145/3578245.3585333","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3578245.3585333","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3578245.3585333","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3578245.3585333","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020080393","display_name":"Sasko Ristov","orcid":"https://orcid.org/0000-0003-1996-0098"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Sashko Ristov","raw_affiliation_strings":["University of Innsbruck, Innsbruck, Austria"],"affiliations":[{"raw_affiliation_string":"University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035242896","display_name":"Reza Farahani","orcid":"https://orcid.org/0000-0002-2376-5802"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Reza Farahani","raw_affiliation_strings":["Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria"],"affiliations":[{"raw_affiliation_string":"Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050009901","display_name":"Radu Prodan","orcid":"https://orcid.org/0000-0002-8247-5426"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Radu Prodan","raw_affiliation_strings":["Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria"],"affiliations":[{"raw_affiliation_string":"Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020080393"],"corresponding_institution_ids":["https://openalex.org/I190249584"],"apc_list":null,"apc_paid":null,"fwci":0.906,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77397857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9990000128746033,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8014301657676697},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7050366997718811},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5964758396148682},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5772109627723694},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5495100617408752},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40821295976638794},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.37862759828567505},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19866439700126648}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8014301657676697},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7050366997718811},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5964758396148682},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5772109627723694},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5495100617408752},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40821295976638794},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.37862759828567505},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19866439700126648}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3578245.3585333","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3578245.3585333","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3578245.3585333","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3578245.3585333","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3578245.3585333","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3578245.3585333","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 2023 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G4022092058","display_name":null,"funder_award_id":"101093202","funder_id":"https://openalex.org/F4320338444","funder_display_name":"HORIZON EUROPE Digital, Industry and Space"},{"id":"https://openalex.org/G5564432353","display_name":null,"funder_award_id":"101093202","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G7152491463","display_name":null,"funder_award_id":"951745","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8611529892","display_name":null,"funder_award_id":"101093202","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"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null},{"id":"https://openalex.org/F4320338444","display_name":"HORIZON EUROPE Digital, Industry and Space","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362490155.pdf","grobid_xml":"https://content.openalex.org/works/W4362490155.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1982003698","https://openalex.org/W2046526098","https://openalex.org/W2106474670","https://openalex.org/W2296407087","https://openalex.org/W2479334570","https://openalex.org/W2591324491","https://openalex.org/W2740083192","https://openalex.org/W2766760081","https://openalex.org/W2767083027","https://openalex.org/W2807714896","https://openalex.org/W2885523785","https://openalex.org/W2912526186","https://openalex.org/W2962866832","https://openalex.org/W2967927105","https://openalex.org/W2968190402","https://openalex.org/W2991101735","https://openalex.org/W3000876080","https://openalex.org/W3012495533","https://openalex.org/W3048086351","https://openalex.org/W3070105626","https://openalex.org/W3091771787","https://openalex.org/W3095152338","https://openalex.org/W3097147358","https://openalex.org/W3115194146","https://openalex.org/W3156613876","https://openalex.org/W3181392997","https://openalex.org/W3182205238","https://openalex.org/W3203063759","https://openalex.org/W3213556155","https://openalex.org/W3213774544","https://openalex.org/W3215748784","https://openalex.org/W4220729309","https://openalex.org/W4230286868","https://openalex.org/W4244565703","https://openalex.org/W4247053599","https://openalex.org/W4285815109"],"related_works":["https://openalex.org/W2899407724","https://openalex.org/W2031725441","https://openalex.org/W1532492692","https://openalex.org/W2845072057","https://openalex.org/W4252233456","https://openalex.org/W2963616097","https://openalex.org/W2759827121","https://openalex.org/W1513593385","https://openalex.org/W2990732744","https://openalex.org/W1600415972"],"abstract_inverted_index":{"Serverless":[0],"computing":[1,143],"offers":[2],"an":[3],"affordable":[4],"and":[5,62,83,160,166],"easy":[6],"way":[7],"to":[8,20,39,137],"code":[9],"lightweight":[10],"functions":[11,30,88],"that":[12,170],"can":[13,31],"be":[14,32],"invoked":[15],"based":[16],"on":[17,78],"some":[18],"events":[19],"perform":[21],"simple":[22],"tasks.":[23],"For":[24],"more":[25],"complicated":[26],"processing,":[27],"multiple":[28],"serverless":[29,42,87,142],"orchestrated":[33],"as":[34,58],"a":[35,41,108],"directed":[36],"acyclic":[37],"graph":[38,109,126,139],"form":[40],"workflow,":[43],"so-called":[44],"function":[45],"choreography":[46],"(FC).":[47],"Although":[48],"most":[49],"famous":[50],"cloud":[51],"providers":[52],"offer":[53],"FC":[54,68,95,121],"management":[55,69,96,122],"systems":[56,70,97,123],"such":[57],"AWS":[59],"Step":[60],"Functions,":[61],"there":[63],"are":[64],"also":[65,130],"several":[66],"open-source":[67],"(e.g.,":[71],"Apache":[72],"OpenWhisk),":[73],"their":[74],"primary":[75],"focus":[76],"is":[77,104],"describing":[79],"the":[80,90,93,100,116,119,151,156],"control":[81],"flow":[82,85],"data":[84],"between":[86],"in":[89,107,124,144],"FC.":[91],"Moreover,":[92],"existing":[94,120],"rarely":[98],"consider":[99],"processed":[101],"data,":[102],"which":[103],"commonly":[105],"represented":[106],"format.":[110],"In":[111],"this":[112],"paper,":[113],"we":[114,163],"review":[115],"capabilities":[117],"of":[118,150],"supporting":[125],"processing":[127,140],"applications.":[128],"We":[129],"raise":[131],"two":[132],"key":[133],"research":[134,159,165],"questions":[135],"related":[136],"large-scale":[138],"using":[141],"federated":[145],"Function-as-a-Service":[146],"(FaaS).":[147],"As":[148],"part":[149],"Graph-Massivizer":[152],"project,":[153],"funded":[154],"by":[155],"Horizon":[157],"Europe":[158],"innovation":[161],"program,":[162],"will":[164,171],"develop":[167],"(prototype)":[168],"solutions":[169],"address":[172],"these":[173],"challenges.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}