{"id":"https://openalex.org/W4403975672","doi":"https://doi.org/10.21105/joss.07027","title":"FaaSr: R Package for Function-as-a-Service CloudComputing","display_name":"FaaSr: R Package for Function-as-a-Service CloudComputing","publication_year":2024,"publication_date":"2024-11-01","ids":{"openalex":"https://openalex.org/W4403975672","doi":"https://doi.org/10.21105/joss.07027"},"language":"en","primary_location":{"id":"doi:10.21105/joss.07027","is_oa":true,"landing_page_url":"https://doi.org/10.21105/joss.07027","pdf_url":"https://joss.theoj.org/papers/10.21105/joss.07027.pdf","source":{"id":"https://openalex.org/S4210214273","display_name":"The Journal of Open Source Software","issn_l":"2475-9066","issn":["2475-9066"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315853","host_organization_name":"Open Journals","host_organization_lineage":["https://openalex.org/P4310315853"],"host_organization_lineage_names":["Open Journals"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Open Source Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://joss.theoj.org/papers/10.21105/joss.07027.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099118909","display_name":"Sungjae Park","orcid":"https://orcid.org/0009-0000-5357-804X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sungjae Park","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078187319","display_name":"Yun-Jung Ku","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun-Jung Ku","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613882","display_name":"Nan Mu","orcid":"https://orcid.org/0000-0002-3494-8145"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nan Mu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069785924","display_name":"Vahid Daneshmand","orcid":"https://orcid.org/0000-0003-4181-1806"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahid Daneshmand","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010063173","display_name":"R. Quinn Thomas","orcid":"https://orcid.org/0000-0003-1282-7825"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Quinn Thomas","raw_affiliation_strings":["Department of Forest Resources and Environmental Conservation and Virginia Tech Center for Ecosystem Forecasting, Virginia Tech, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Forest Resources and Environmental Conservation and Virginia Tech Center for Ecosystem Forecasting, Virginia Tech, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050269082","display_name":"Cayelan C. Carey","orcid":"https://orcid.org/0000-0001-8835-4476"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cayelan C. Carey","raw_affiliation_strings":["Department of Biological Sciences and Virginia Tech Center for Ecosystem Forecasting, Virginia Tech, VA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences and Virginia Tech Center for Ecosystem Forecasting, Virginia Tech, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039796522","display_name":"Renato Figueiredo","orcid":"https://orcid.org/0000-0001-9841-6060"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renato J. Figueiredo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5099118909"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":0.8148,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80745756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"103","first_page":"7027","last_page":"7027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9937000274658203,"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":0.9937000274658203,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9801999926567078,"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/cloud-computing","display_name":"Cloud computing","score":0.760333776473999},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.6506595611572266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5755239725112915},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4153202772140503},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37462180852890015},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24272707104682922},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08839932084083557}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.760333776473999},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.6506595611572266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5755239725112915},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4153202772140503},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37462180852890015},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24272707104682922},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08839932084083557},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.21105/joss.07027","is_oa":true,"landing_page_url":"https://doi.org/10.21105/joss.07027","pdf_url":"https://joss.theoj.org/papers/10.21105/joss.07027.pdf","source":{"id":"https://openalex.org/S4210214273","display_name":"The Journal of Open Source Software","issn_l":"2475-9066","issn":["2475-9066"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315853","host_organization_name":"Open Journals","host_organization_lineage":["https://openalex.org/P4310315853"],"host_organization_lineage_names":["Open Journals"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Open Source Software","raw_type":"journal-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/124201","is_oa":true,"landing_page_url":"https://hdl.handle.net/10919/124201","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/7c11b75a-8b2b-4280-a723-1a19faa38880/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"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:figshare.com:article/26381704","is_oa":true,"landing_page_url":"https://figshare.com/articles/poster/FaaSr_R_package_for_Function-as-a-Service_Cloud_Computing/26381704","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Image"},{"id":"doi:10.6084/m9.figshare.26381704.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.26381704.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"graphic"}],"best_oa_location":{"id":"doi:10.21105/joss.07027","is_oa":true,"landing_page_url":"https://doi.org/10.21105/joss.07027","pdf_url":"https://joss.theoj.org/papers/10.21105/joss.07027.pdf","source":{"id":"https://openalex.org/S4210214273","display_name":"The Journal of Open Source Software","issn_l":"2475-9066","issn":["2475-9066"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315853","host_organization_name":"Open Journals","host_organization_lineage":["https://openalex.org/P4310315853"],"host_organization_lineage_names":["Open Journals"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Open Source Software","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403975672.pdf","grobid_xml":"https://content.openalex.org/works/W4403975672.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W206936450","https://openalex.org/W2341844252","https://openalex.org/W2591324491","https://openalex.org/W2896903681","https://openalex.org/W2910500353","https://openalex.org/W3021718926","https://openalex.org/W3103996135","https://openalex.org/W4399544090","https://openalex.org/W4399570019","https://openalex.org/W4399573548","https://openalex.org/W4399637392","https://openalex.org/W4399640764","https://openalex.org/W6608409632","https://openalex.org/W6696826183","https://openalex.org/W6947960064"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727"],"abstract_inverted_index":{"Modern":[0],"Function-as-a-Service":[1],"(FaaS)":[2],"cloud":[3,116,146,197],"platforms":[4,177],"offer":[5],"great":[6],"potential":[7],"for":[8,36,88,92,105,191],"supporting":[9,124],"event-driven":[10,66],"scientific":[11,21,67],"workflows.":[12],"Nonetheless,":[13],"there":[14],"remain":[15],"barriers":[16],"to":[17,79,172],"adoption":[18],"by":[19],"the":[20,32,37,54,77,86,102,133,164,170,185,189],"community":[22],"in":[23,69,74,115],"domains":[24],"such":[25],"as":[26,206],"environmental":[27],"sciences,":[28],"where":[29,42],"R":[30],"is":[31,76,202],"focal":[33],"language":[34],"used":[35],"development":[38],"of":[39,58,166],"applications":[40],"and":[41,56,130,136,140,168,184,198,204],"users":[43],"are":[44,98,108],"typically":[45],"not":[46],"well-versed":[47],"with":[48,119],"FaaS":[49,83],"APIs.":[50],"This":[51],"poster":[52,162],"describes":[53],"design":[55],"implementation":[57],"FaaSr,":[59],"a":[60,120,207],"novel":[61],"middleware":[62],"system":[63],"that":[64],"supports":[65],"workflows":[68,81,174],"R.":[70],"A":[71],"key":[72],"novelty":[73],"FaaSr":[75,167,201],"ability":[78,171],"deploy":[80,173],"across":[82,175,195],"providers":[84],"without":[85,149,188],"need":[87,190],"any":[89,152],"managed":[90],"servers":[91],"coordination.":[93],"With":[94],"FaaSr:":[95],"1)":[96],"functions":[97,112],"written":[99],"R;":[100],"2)":[101],"runtime":[103],"environments":[104],"their":[106],"execution":[107],"customizable":[109],"containers;":[110],"3)":[111],"access":[113],"data":[114],"storage":[117],"(S3)":[118],"familiar":[121],"file-based":[122],"abstraction":[123],"both":[125,196],"full":[126],"file":[127],"put/get":[128],"primitives":[129],"subsetting":[131],"using":[132],"Parquet":[134],"format;":[135],"4)":[137],"function":[138],"invocation":[139],"workflow":[141,155],"coordination":[142,193],"only":[143],"requires":[144],"S3":[145],"object":[147],"storage,":[148],"relying":[150],"on":[151],"dedicated,":[153],"active":[154],"engine":[156],"server":[157],"or":[158],"cloud-specific":[159],"queues/databases.":[160],"The":[161],"highlights":[163],"functionality":[165],"demonstrate":[169],"multiple":[176],"(GitHub":[178],"Actions,":[179],"Amazon":[180],"Web":[181],"Services":[182],"Lambda,":[183],"open-source":[186,203],"OpenWhisk),":[187],"dedicated":[192],"servers,":[194],"edge":[199],"resources.":[200],"available":[205],"CRAN":[208],"package.":[209]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}
