{"id":"https://openalex.org/W4400525851","doi":"https://doi.org/10.1109/tsc.2024.3422894","title":"Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web Services","display_name":"Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web Services","publication_year":2024,"publication_date":"2024-07-11","ids":{"openalex":"https://openalex.org/W4400525851","doi":"https://doi.org/10.1109/tsc.2024.3422894"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2024.3422894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tsc.2024.3422894","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-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/A5036850916","display_name":"Yuhan Jing","orcid":"https://orcid.org/0009-0005-7436-4784"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Jing","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-7436-4784","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432460","display_name":"Jingyu Wang","orcid":"https://orcid.org/0000-0002-2182-2228"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyu Wang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2182-2228","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102993435","display_name":"Ji Qi","orcid":"https://orcid.org/0000-0003-3324-5269"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Qi","raw_affiliation_strings":["Platform Product Department, China Mobile (Suzhou) Software Technology Company, Ltd., Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Platform Product Department, China Mobile (Suzhou) Software Technology Company, Ltd., Suzhou, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406584","display_name":"Qi Qi","orcid":"https://orcid.org/0000-0003-0829-4624"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Qi","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0829-4624","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746631","display_name":"Bo He","orcid":"https://orcid.org/0000-0003-1301-4981"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo He","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1301-4981","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076969590","display_name":"Zirui Zhuang","orcid":"https://orcid.org/0000-0003-3345-1732"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zirui Zhuang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3345-1732","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080918267","display_name":"Naixing Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naixing Wu","raw_affiliation_strings":["China Unicom Shenzhen Branch, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Unicom Shenzhen Branch, Shenzhen, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055685073","display_name":"Jianxin Liao","orcid":"https://orcid.org/0000-0003-1486-0573"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Liao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1486-0573","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4802,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70440391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"17","issue":"5","first_page":"2248","last_page":"2260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9984999895095825,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.795073390007019},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6546248197555542},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6512920260429382},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5989997982978821},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4995737075805664},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.48175477981567383},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4477593004703522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.351107656955719},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2660920023918152},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22826334834098816},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09465727210044861}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795073390007019},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6546248197555542},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6512920260429382},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5989997982978821},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4995737075805664},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.48175477981567383},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4477593004703522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.351107656955719},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2660920023918152},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22826334834098816},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09465727210044861},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2024.3422894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tsc.2024.3422894","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2442100974","display_name":null,"funder_award_id":"BX20230052","funder_id":"https://openalex.org/F4320335768","funder_display_name":"National Postdoctoral Program for Innovative Talents"},{"id":"https://openalex.org/G3473387614","display_name":null,"funder_award_id":"62101064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3591376991","display_name":null,"funder_award_id":"62171057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3800536456","display_name":null,"funder_award_id":"U23B2001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4255581185","display_name":"\u9762\u5411\u7f51\u8054\u81ea\u52a8\u9a7e\u9a76\u7684\u6682\u6001\u8fb9\u7f18\u8d44\u6e90\u534f\u4f5c\u673a\u7406\u7814\u7a76","funder_award_id":"62071067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4300471285","display_name":null,"funder_award_id":"62001054","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8615917232","display_name":null,"funder_award_id":"62201072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335768","display_name":"National Postdoctoral Program for Innovative Talents","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1536447791","https://openalex.org/W2026453187","https://openalex.org/W2093606067","https://openalex.org/W2620661538","https://openalex.org/W2735770210","https://openalex.org/W2756396702","https://openalex.org/W2785362611","https://openalex.org/W2787680366","https://openalex.org/W2795554423","https://openalex.org/W2918465401","https://openalex.org/W2944981198","https://openalex.org/W2950361482","https://openalex.org/W2959799120","https://openalex.org/W2987228832","https://openalex.org/W2995769985","https://openalex.org/W3022004659","https://openalex.org/W3045939136","https://openalex.org/W3080157892","https://openalex.org/W3098957257","https://openalex.org/W3105731830","https://openalex.org/W3109518304","https://openalex.org/W3128634608","https://openalex.org/W3169450514","https://openalex.org/W3176085787","https://openalex.org/W3177318507","https://openalex.org/W3212463886","https://openalex.org/W3216639404","https://openalex.org/W4200206198","https://openalex.org/W4206268729","https://openalex.org/W4206684122","https://openalex.org/W4210856516","https://openalex.org/W4213215092","https://openalex.org/W4214870260","https://openalex.org/W4225627404","https://openalex.org/W4283696437","https://openalex.org/W4285176337","https://openalex.org/W4285276855","https://openalex.org/W4289534063","https://openalex.org/W4290878309","https://openalex.org/W4290945834","https://openalex.org/W4302275147","https://openalex.org/W4310465416","https://openalex.org/W4313563618","https://openalex.org/W4313563801","https://openalex.org/W4383753644","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Monitoring":[0],"and":[1,27,52,106,111,152,163,170],"anomaly":[2,57,88,140,154],"detection":[3,58,89,141],"of":[4,19,31,66,125,133],"key":[5],"performance":[6,73],"indicators":[7],"(KPIs)":[8],"are":[9,157],"crucial":[10],"for":[11,91,136],"large":[12],"Internet":[13],"companies":[14],"to":[15,72,102,122],"maintain":[16],"the":[17,29,104,164,167,171],"reliability":[18],"their":[20],"Web":[21,32],"services.":[22],"Influenced":[23],"by":[24],"human":[25],"behavior":[26],"schedules,":[28],"KPIs":[30,45],"services":[33],"typically":[34,60],"exhibit":[35,46],"seasonal":[36,67,79,92,112,116,126],"characteristics.":[37],"These":[38],"characteristics":[39],"may":[40,70],"be":[41],"complex":[42],"as":[43],"different":[44,123],"differences":[47],"in":[48,114,147],"trend,":[49],"multiple":[50,96,109],"periods,":[51,110],"noise":[53,113],"behaviors.":[54],"However,":[55],"existing":[56],"methods":[59],"only":[61],"model":[62,90],"one":[63],"fixed":[64],"pattern":[65],"KPIs,":[68,117],"which":[69,94,143],"lead":[71],"degradation":[74],"when":[75],"dealing":[76],"with":[77],"diverse":[78],"KPIs.":[80,127],"In":[81],"this":[82],"work,":[83],"we":[84,129],"propose":[85],"a":[86,131],"novel":[87],"KPIs,Diner,":[93],"incorporates":[95],"interpretable":[97],"components.":[98],"It":[99],"is":[100],"able":[101],"capture":[103],"additive":[105],"multiplicative":[107],"trends,":[108],"intricate":[115],"making":[118],"it":[119],"easily":[120],"adaptable":[121],"types":[124],"Additionally,":[128],"present":[130],"set":[132],"evaluation":[134],"criteria":[135],"generic":[137],"time":[138],"series":[139],"tasks,":[142],"prove":[144],"more":[145],"effective":[146],"handling":[148],"ambiguous":[149],"manual":[150],"labels":[151],"various":[153],"events.":[155],"Experiments":[156],"conducted":[158],"on":[159],"three":[160],"real-world":[161],"datasets,":[162],"performanceDinersurpassed":[165],"both":[166],"statistical":[168],"baseline":[169],"state-of-the-art":[172],"deep":[173],"learning":[174],"baselines.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
