{"id":"https://openalex.org/W4400880945","doi":"https://doi.org/10.1145/3629104.3672429","title":"Towards Federated LLM-Powered CEP Rule Generation and Refinement","display_name":"Towards Federated LLM-Powered CEP Rule Generation and Refinement","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4400880945","doi":"https://doi.org/10.1145/3629104.3672429"},"language":"en","primary_location":{"id":"doi:10.1145/3629104.3672429","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3629104.3672429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084792170","display_name":"Majid Lotfian Delouee","orcid":"https://orcid.org/0000-0003-1326-7540"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Majid Lotfian Delouee","raw_affiliation_strings":["University of Groningen"],"raw_orcid":"https://orcid.org/0000-0003-1326-7540","affiliations":[{"raw_affiliation_string":"University of Groningen","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104940133","display_name":"Daria G. Pernes","orcid":"https://orcid.org/0009-0005-0663-1430"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Daria G. Pernes","raw_affiliation_strings":["University of Groningen"],"raw_orcid":"https://orcid.org/0009-0005-0663-1430","affiliations":[{"raw_affiliation_string":"University of Groningen","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030949796","display_name":"Viktoriya Degeler","orcid":"https://orcid.org/0000-0001-7054-3770"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Victoria Degeler","raw_affiliation_strings":["University of Amsterdam"],"raw_orcid":"https://orcid.org/0000-0001-7054-3770","affiliations":[{"raw_affiliation_string":"University of Amsterdam","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025082646","display_name":"Boris Koldehofe","orcid":"https://orcid.org/0000-0002-1588-2056"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Koldehofe","raw_affiliation_strings":["Technische Universit\u00e4t Ilmenau"],"raw_orcid":"https://orcid.org/0000-0002-1588-2056","affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Ilmenau","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084792170"],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":0.6728,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70348211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9873999953269958,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9873999953269958,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.977400004863739,"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/T14276","display_name":"Power Systems and Technologies","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5981542468070984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981542468070984}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3629104.3672429","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3629104.3672429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire/d256c52f-ebbb-44b1-a5a7-c62f12dcea2d","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/poster-towards-federated-llmpowered-cep-rule-generation-and-refinement(d256c52f-ebbb-44b1-a5a7-c62f12dcea2d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lotfian Delouee, M, Pernes, D G, Degeler, V & Koldehofe, B 2024, Poster: Towards Federated LLM-Powered CEP Rule Generation and Refinement. in DEBS 2024 : Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems : June 25-29, 2024, Villeurbanne, France. Association for Computing Machinery, New York, New York, pp. 185-186, 18th ACM International Conference on Distributed and Event-based Systems, Villeurbanne, France, 24/06/24. https://doi.org/10.1145/3629104.3672429","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:openaire/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lotfian Delouee, M, Pernes, D G, Degeler, V & Koldehofe, B 2024, Poster: Towards Federated LLM-Powered CEP Rule Generation and Refinement. in The 18th ACM International Conference on Distributed and Event-Based Systems (DEBS'24). ACM Press, DEBS'24: ACM International Conference on Distributed and Event-Based Systems, Lyon, France, 25/06/2024. https://doi.org/10.1145/3629104.3672429","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/d256c52f-ebbb-44b1-a5a7-c62f12dcea2d","is_oa":true,"landing_page_url":"https://hdl.handle.net/11245.1/d256c52f-ebbb-44b1-a5a7-c62f12dcea2d","pdf_url":"https://pure.uva.nl/ws/files/201121899/24-LLM4CEP.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lotfian Delouee, M, Pernes, D G, Degeler, V & Koldehofe, B 2024, Poster: Towards Federated LLM-Powered CEP Rule Generation and Refinement. in DEBS 2024 : Proceedings of the 18th ACM International Conference on Distributed and Event-based Systems : June 25-29, 2024, Villeurbanne, France. Association for Computing Machinery, New York, New York, pp. 185-186, 18th ACM International Conference on Distributed and Event-based Systems, Villeurbanne, France, 24/06/24. https://doi.org/10.1145/3629104.3672429","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:publications/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lotfian Delouee, M, Pernes, D G, Degeler, V & Koldehofe, B 2024, Poster: Towards Federated LLM-Powered CEP Rule Generation and Refinement. in The 18th ACM International Conference on Distributed and Event-Based Systems (DEBS'24). ACM Press, DEBS'24: ACM International Conference on Distributed and Event-Based Systems, Lyon, France, 25/06/2024. https://doi.org/10.1145/3629104.3672429","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/53679ad4-0912-44cb-8a4c-62a4e6fcb95e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lotfian Delouee, M, Pernes, D G, Degeler, V & Koldehofe, B 2024, Poster: Towards Federated LLM-Powered CEP Rule Generation and Refinement. in The 18th ACM International Conference on Distributed and Event-Based Systems (DEBS'24). ACM Press, DEBS'24: ACM International Conference on Distributed and Event-Based Systems, Lyon, France, 25/06/2024. https://doi.org/10.1145/3629104.3672429","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W3124367041","https://openalex.org/W4367301662","https://openalex.org/W6963732718"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"traditional":[1],"event":[2,69],"processing":[3],"systems,":[4],"patterns":[5],"representing":[6],"situations":[7],"of":[8,81,109],"interest":[9],"are":[10],"typically":[11],"defined":[12],"by":[13,64],"domain":[14],"experts":[15],"or":[16],"learned":[17],"from":[18],"historical":[19],"data,":[20],"making":[21],"rule":[22,46],"generation":[23,47],"reactive,":[24],"time-consuming,":[25],"and":[26,41,45,74],"susceptible":[27],"to":[28,39,58],"human":[29],"error.":[30],"This":[31],"paper":[32],"proposes":[33],"integrating":[34],"large":[35],"language":[36],"models":[37],"(LLMs)":[38],"automate":[40],"accelerate":[42],"query":[43],"translation":[44],"into":[48],"event-based":[49],"systems.":[50],"Also,":[51],"we":[52],"introduce":[53],"a":[54,84],"federated":[55],"learning":[56],"schema":[57],"refine":[59],"the":[60,79,90,107,110],"initially":[61],"generated":[62,111],"rules":[63],"examining":[65],"them":[66],"over":[67],"distributed":[68],"streams,":[70],"ensuring":[71],"greater":[72],"accuracy":[73],"adaptability.":[75],"Preliminary":[76],"results":[77],"demonstrate":[78],"potential":[80],"LLMs":[82],"as":[83],"key":[85],"component":[86],"in":[87],"proactively":[88],"expediting":[89],"autonomous":[91],"rule-generation":[92],"process.":[93],"Moreover,":[94],"our":[95],"findings":[96],"suggest":[97],"that":[98],"employing":[99],"customized":[100],"prompt":[101],"engineering":[102],"techniques":[103],"can":[104],"further":[105],"enhance":[106],"quality":[108],"rules.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2024-07-23T00:00:00"}