{"id":"https://openalex.org/W4412703894","doi":"https://doi.org/10.1145/3696630.3728492","title":"AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents","display_name":"AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4412703894","doi":"https://doi.org/10.1145/3696630.3728492"},"language":"en","primary_location":{"id":"doi:10.1145/3696630.3728492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696630.3728492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696630.3728492","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3696630.3728492","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028483464","display_name":"Lingzhe Zhang","orcid":"https://orcid.org/0009-0005-9500-4489"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingzhe Zhang","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102360162","display_name":"Yunpeng Zhai","orcid":"https://orcid.org/0000-0002-3344-4543"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Zhai","raw_affiliation_strings":["Alibaba Group, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Shanghai, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069358025","display_name":"Tong Jia","orcid":"https://orcid.org/0000-0002-5946-9829"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Jia","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016317528","display_name":"Xiaosong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaosong Huang","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043852808","display_name":"Chiming Duan","orcid":"https://orcid.org/0009-0008-4422-6323"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chiming Duan","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100670362","display_name":"Yong Yang","orcid":"https://orcid.org/0000-0001-9667-2423"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028483464"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":5.9075,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96240191,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"525","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9994999766349792,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9994999766349792,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.998199999332428,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7609899044036865},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.5221417546272278},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4693988859653473},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3820243775844574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7609899044036865},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.5221417546272278},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4693988859653473},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3820243775844574}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3696630.3728492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696630.3728492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696630.3728492","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2504.06614","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.06614","pdf_url":"https://arxiv.org/pdf/2504.06614","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3696630.3728492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696630.3728492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696630.3728492","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412703894.pdf","grobid_xml":"https://content.openalex.org/works/W4412703894.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2911282308","https://openalex.org/W3083560262","https://openalex.org/W3085924233","https://openalex.org/W3086558596","https://openalex.org/W3137759927","https://openalex.org/W4238124605","https://openalex.org/W4312357089","https://openalex.org/W4321593319","https://openalex.org/W4382203537","https://openalex.org/W4388679869","https://openalex.org/W4399213764","https://openalex.org/W4400484607","https://openalex.org/W4401856724","https://openalex.org/W4403413458","https://openalex.org/W4404343279","https://openalex.org/W4404782032","https://openalex.org/W4405778637"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2189039295","https://openalex.org/W2131102005","https://openalex.org/W2170892047","https://openalex.org/W2319413895","https://openalex.org/W2031219154","https://openalex.org/W2184560934","https://openalex.org/W2126148879","https://openalex.org/W2133212508"],"abstract_inverted_index":{"Distributed":[0],"databases":[1,29,70],"are":[2],"critical":[3],"infrastructures":[4],"for":[5,68,108],"today's":[6],"large-scale":[7],"software":[8,17],"systems,":[9],"making":[10],"effective":[11],"failure":[12,65,77],"management":[13,66,78],"essential":[14],"to":[15,48],"ensure":[16],"availability.":[18],"However,":[19],"existing":[20],"approaches":[21],"often":[22],"overlook":[23],"the":[24,50,100],"role":[25],"distinctions":[26],"within":[27],"distributed":[28,69],"and":[30,85,104],"rely":[31],"on":[32,57],"small-scale":[33],"models":[34],"with":[35,88],"limited":[36],"generalization":[37],"capabilities.":[38],"In":[39],"this":[40,58],"paper,":[41],"we":[42,60],"conduct":[43],"a":[44,63,89],"preliminary":[45],"empirical":[46],"study":[47],"emphasize":[49],"unique":[51],"significance":[52],"of":[53,102],"different":[54],"roles.":[55],"Building":[56],"insight,":[59],"propose":[61],"AgentFM,":[62],"role-aware":[64],"framework":[67],"powered":[71],"by":[72,79],"LLM-driven":[73],"multi-agents.":[74],"AgentFM":[75,103],"addresses":[76],"considering":[80],"system":[81],"roles,":[82,84,87],"data":[83],"task":[86],"meta-agent":[90],"orchestrating":[91],"these":[92],"components.":[93],"Preliminary":[94],"evaluations":[95],"using":[96],"Apache":[97],"IoTDB":[98],"demonstrate":[99],"effectiveness":[101],"open":[105],"new":[106],"directions":[107],"further":[109],"research.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}
