{"id":"https://openalex.org/W7162649682","doi":"https://doi.org/10.1145/3774905.3793127","title":"ECLAD: An Edge-Cloud Collaborative Agentic Framework for Interpretable Anomaly Detection in Predictive Maintenance","display_name":"ECLAD: An Edge-Cloud Collaborative Agentic Framework for Interpretable Anomaly Detection in Predictive Maintenance","publication_year":2026,"publication_date":"2026-05-28","ids":{"openalex":"https://openalex.org/W7162649682","doi":"https://doi.org/10.1145/3774905.3793127"},"language":null,"primary_location":{"id":"doi:10.1145/3774905.3793127","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774905.3793127","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2026","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774905.3793127","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092734213","display_name":"Songyuan Sui","orcid":"https://orcid.org/0009-0004-1989-8700"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Songyuan Sui","raw_affiliation_strings":["Rice University, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0009-0004-1989-8700","affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001198551","display_name":"Deng Zhanqi","orcid":null},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhanqi Deng","raw_affiliation_strings":["Yale University, New Haven, Connecticut, USA"],"raw_orcid":"https://orcid.org/0009-0000-9103-8132","affiliations":[{"raw_affiliation_string":"Yale University, New Haven, Connecticut, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137257041","display_name":"Yamin Zhuang","orcid":"https://orcid.org/0009-0002-8008-0508"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yamin Zhuang","raw_affiliation_strings":["Rice University, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0009-0002-8008-0508","affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019143754","display_name":"Serena Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serena Liu","raw_affiliation_strings":["Rice University, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0009-0001-2567-6467","affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100311872","display_name":"Leisheng Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leisheng Yu","raw_affiliation_strings":["Rice University, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0001-7074-5356","affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008436149","display_name":"Alfredo Costilla Reyes","orcid":"https://orcid.org/0000-0003-4614-7342"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alfredo Costilla Reyes","raw_affiliation_strings":["University of California, Davis, Davis, California, USA"],"raw_orcid":"https://orcid.org/0000-0003-4614-7342","affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, California, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110364145","display_name":"Xia Hu","orcid":"https://orcid.org/0009-0001-5923-8473"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xia Hu","raw_affiliation_strings":["Rice University, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0003-2234-3226","affiliations":[{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86171938,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.4422999918460846,"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":0.4422999918460846,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.14239999651908875,"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/T12127","display_name":"Software System Performance and Reliability","score":0.048900000751018524,"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/anomaly-detection","display_name":"Anomaly detection","score":0.545199990272522},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3248000144958496},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.3240000009536743},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.30000001192092896},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.28360000252723694}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.545199990272522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5439000129699707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48170000314712524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3781999945640564},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3465000092983246},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3248000144958496},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3240000009536743},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774905.3793127","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774905.3793127","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3774905.3793127","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774905.3793127","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2767094836","https://openalex.org/W2921018545","https://openalex.org/W3205319968","https://openalex.org/W4206094570","https://openalex.org/W4386352768","https://openalex.org/W4388709720","https://openalex.org/W4402565766","https://openalex.org/W4412877051","https://openalex.org/W4412945074","https://openalex.org/W7117872192"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"industrial":[1],"machinery":[2],"generates":[3],"massive":[4],"multivariate":[5],"sensor":[6],"data,":[7],"creating":[8],"opportunities":[9],"for":[10,17,51,100],"predictive":[11,56],"maintenance":[12],"but":[13],"also":[14],"posing":[15],"challenges":[16],"real-time":[18,91],"anomaly":[19,53,62,84,119],"detection":[20,54],"and":[21,28,41,71,80,102,118,123],"interpretability.":[22],"Cloud-centric":[23],"solutions":[24],"suffer":[25],"from":[26],"bandwidth":[27],"latency":[29],"limitations,":[30],"while":[31,96],"purely":[32],"edge-centric":[33],"models":[34],"lack":[35],"the":[36,94,107],"capacity":[37],"to":[38],"deliver":[39],"accurate":[40],"explainable":[42],"results.":[43],"We":[44,105],"introduce":[45],"ECLAD,":[46],"an":[47],"edge--cloud":[48],"collaborative":[49],"framework":[50],"interpretable":[52,103],"in":[55],"maintenance.":[57],"ECLAD":[58],"combines":[59],"lightweight":[60],"edge":[61,95],"screening,":[63],"cloud-based":[64],"verification":[65],"using":[66],"a":[67,82,111],"higher-capacity":[68],"sequence":[69],"model,":[70],"LLM-based":[72],"interpretability":[73],"agents":[74],"that":[75],"generate":[76],"natural-language":[77],"diagnostic":[78],"reports":[79],"maintain":[81],"self-evolving":[83],"classification":[85],"tree.":[86],"This":[87],"hybrid":[88],"design":[89],"preserves":[90],"responsiveness":[92],"at":[93],"leveraging":[97],"cloud":[98],"resources":[99],"high-precision":[101],"analysis.":[104],"demonstrate":[106],"end-to-end":[108],"system":[109],"through":[110],"web-based":[112],"interface":[113],"supporting":[114],"interactive":[115],"time-series":[116],"exploration":[117],"category":[120],"browsing.":[121],"Code":[122],"demonstration":[124],"video":[125],"are":[126],"available":[127],"at:":[128],"https://github.com/SongyuanSui/EdgeCloud-AD.":[129]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-29T00:00:00"}