{"id":"https://openalex.org/W4390189053","doi":"https://doi.org/10.1109/hpec58863.2023.10363587","title":"A Composable Just-In-Time Programming Framework with LLMs and FBP","display_name":"A Composable Just-In-Time Programming Framework with LLMs and FBP","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4390189053","doi":"https://doi.org/10.1109/hpec58863.2023.10363587"},"language":"en","primary_location":{"id":"doi:10.1109/hpec58863.2023.10363587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec58863.2023.10363587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE High Performance Extreme Computing Conference (HPEC)","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":"https://openalex.org/A5092586373","display_name":"Andy Vidan","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Andy Vidan","raw_affiliation_strings":["Composable Analytics, Inc.,Cambridge,MA,USA","Composable Analytics, Inc., Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Composable Analytics, Inc.,Cambridge,MA,USA","institution_ids":[]},{"raw_affiliation_string":"Composable Analytics, Inc., Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056032188","display_name":"Lars Fiedler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lars Fiedler","raw_affiliation_strings":["Composable Analytics, Inc.,Cambridge,MA,USA","Composable Analytics, Inc., Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Composable Analytics, Inc.,Cambridge,MA,USA","institution_ids":[]},{"raw_affiliation_string":"Composable Analytics, Inc., Cambridge, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5092586373"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8741,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79736815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9858999848365784,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8041359782218933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7776647806167603},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6448460817337036},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5428687334060669},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4738507568836212},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4535067081451416},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4522932767868042},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44027185440063477},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.42337143421173096},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4108664095401764},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15492796897888184},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1445431113243103},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0983213484287262}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8041359782218933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7776647806167603},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6448460817337036},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5428687334060669},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4738507568836212},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4535067081451416},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4522932767868042},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44027185440063477},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.42337143421173096},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4108664095401764},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15492796897888184},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1445431113243103},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0983213484287262},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/hpec58863.2023.10363587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec58863.2023.10363587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1697236905","https://openalex.org/W2612073675","https://openalex.org/W2896457183","https://openalex.org/W2963045354","https://openalex.org/W3128912454","https://openalex.org/W3195577433","https://openalex.org/W4230256807","https://openalex.org/W4281763794","https://openalex.org/W4292779060","https://openalex.org/W4378718402","https://openalex.org/W4396870811"],"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/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520","https://openalex.org/W2547528905"],"abstract_inverted_index":{"This":[0],"paper":[1,72],"introduces":[2],"a":[3,68,95,137],"computing":[4,141],"framework":[5,53,99,117],"that":[6],"combines":[7],"Flow-Based":[8],"Programming":[9,19],"(FBP)":[10],"and":[11,35,58,77,90,108,123,134,139],"Large":[12],"Language":[13],"Models":[14],"(LLMs)":[15],"to":[16,29,56,111],"enable":[17],"Just-In-Time":[18],"(JITP).":[20],"JITP":[21,98],"empowers":[22],"users,":[23],"regardless":[24],"of":[25,79,115,132],"their":[26,40],"programming":[27],"expertise,":[28],"actively":[30],"participate":[31],"in":[32,61,84,118],"the":[33,49,52,74,101,113,116,130],"development":[34],"automation":[36],"process":[37],"by":[38],"leveraging":[39],"task-time":[41],"algorithmic":[42],"insights.":[43],"By":[44],"seamlessly":[45],"integrating":[46],"LLMs":[47,135],"into":[48],"FBP":[50,133],"workflow,":[51],"allows":[54],"users":[55],"request":[57],"generate":[59],"code":[60,65],"real-time,":[62],"enabling":[63],"dynamic":[64],"execution":[66],"within":[67],"flow-based":[69],"program.":[70],"The":[71,126],"explores":[73],"motivations,":[75],"principles,":[76],"benefits":[78,114],"JITP,":[80],"showcasing":[81],"its":[82],"potential":[83],"automating":[85],"tasks,":[86],"orchestrating":[87],"data":[88,119,121],"workflows,":[89],"accelerating":[91],"software":[92,124],"development.":[93,125],"Through":[94],"fully":[96],"implemented":[97],"using":[100],"Composable":[102],"platform,":[103],"we":[104],"explore":[105],"several":[106],"examples":[107],"use":[109],"cases":[110],"illustrate":[112],"engineering,":[120],"science":[122],"results":[127],"demonstrate":[128],"how":[129],"fusion":[131],"creates":[136],"powerful":[138],"user-centric":[140],"paradigm.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}