{"id":"https://openalex.org/W4406457792","doi":"https://doi.org/10.1109/bigdata62323.2024.10825914","title":"ALF: An Automated Low-code Flexible Framework for Data Workflows","display_name":"ALF: An Automated Low-code Flexible Framework for Data Workflows","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406457792","doi":"https://doi.org/10.1109/bigdata62323.2024.10825914"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Reet Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Reet Ghosh","raw_affiliation_strings":["University of Calgary,Department of Computer Science,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Department of Computer Science,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115904432","display_name":"Wamika Jha","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wamika Jha","raw_affiliation_strings":["University of Calgary,Department of Computer Science,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Department of Computer Science,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020669873","display_name":"Mea Wang","orcid":"https://orcid.org/0000-0001-8400-9069"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mea Wang","raw_affiliation_strings":["University of Calgary,Department of Computer Science,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Department of Computer Science,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059407422","display_name":"Usman Alim","orcid":"https://orcid.org/0000-0003-4834-2475"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Usman Alim","raw_affiliation_strings":["University of Calgary,Department of Computer Science,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Department of Computer Science,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30464875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3538","last_page":"3543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991000294685364,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.993399977684021,"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/computer-science","display_name":"Computer science","score":0.7969105243682861},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.609583854675293},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5288430452346802},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5280032157897949},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.45066535472869873},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3838442862033844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7969105243682861},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.609583854675293},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5288430452346802},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5280032157897949},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.45066535472869873},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3838442862033844},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825914","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2011301426","https://openalex.org/W2078962046","https://openalex.org/W2194775991","https://openalex.org/W2542459869","https://openalex.org/W3005880794","https://openalex.org/W3093891276","https://openalex.org/W3124099916","https://openalex.org/W3129167842","https://openalex.org/W3184998487","https://openalex.org/W4285502170","https://openalex.org/W4287826698","https://openalex.org/W4380484877","https://openalex.org/W6685961532","https://openalex.org/W6766978945","https://openalex.org/W6774581290","https://openalex.org/W7038994942"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W188202134","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"The":[0],"demand":[1],"for":[2,21,48,59],"data":[3,23,30,60,80],"science":[4,24],"innovation":[5],"is":[6,12,46,97],"growing":[7],"across":[8],"all":[9],"sectors.":[10],"There":[11],"no":[13],"shortage":[14],"of":[15,40,88,111],"new":[16],"big-data":[17],"applications":[18],"and":[19,51,78,91,117],"tools":[20,116],"deploying":[22],"projects.":[25],"Data":[26],"scientists":[27],"typically":[28],"create":[29],"workflows":[31],"manually":[32],"or":[33],"by":[34,99],"writing":[35],"scripts":[36],"to":[37,74,106],"automate":[38],"parts":[39],"the":[41,67],"process.":[42],"However,":[43],"basic":[44],"scripting":[45],"insufficient":[47],"large-scale":[49],"projects":[50],"performance":[52,114],"optimizations.":[53],"This":[54],"poses":[55],"great":[56],"technical":[57,76],"challenges":[58],"scientists.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65],"present":[66],"Automated":[68],"Low-code":[69],"Flexible":[70],"(ALF)":[71],"Framework,":[72],"designed":[73],"remove":[75],"barriers":[77],"streamline":[79],"workflows.":[81],"ALF":[82],"also":[83],"provides":[84],"a":[85,100,108],"holistic":[86],"view":[87],"workflow":[89,93,118],"construction":[90],"end-to-end":[92],"management.":[94],"Its":[95],"design":[96],"supported":[98],"case":[101],"study,":[102],"demonstrating":[103],"ALF\u2019s":[104],"ability":[105],"integrate":[107],"diverse":[109],"array":[110],"applications,":[112],"alongside":[113],"enhancement":[115],"inspection":[119],"capabilities.":[120]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
