{"id":"https://openalex.org/W2164091951","doi":"https://doi.org/10.1109/inm.2009.5188804","title":"Probabilistic fault diagnosis for IT services in noisy and dynamic environments","display_name":"Probabilistic fault diagnosis for IT services in noisy and dynamic environments","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2164091951","doi":"https://doi.org/10.1109/inm.2009.5188804","mag":"2164091951"},"language":"en","primary_location":{"id":"doi:10.1109/inm.2009.5188804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inm.2009.5188804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IFIP/IEEE International Symposium on Integrated Network Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101476515","display_name":"Cheng Lu","orcid":"https://orcid.org/0000-0002-1076-0869"},"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":"Lu Cheng","raw_affiliation_strings":["State Key laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"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/A5042944721","display_name":"Xuesong Qiu","orcid":"https://orcid.org/0000-0002-7899-539X"},"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":"Xue-song Qiu","raw_affiliation_strings":["State Key laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"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/A5100746917","display_name":"Luoming Meng","orcid":"https://orcid.org/0000-0002-1896-3230"},"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":"Luoming Meng","raw_affiliation_strings":["State Key laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"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/A5100763035","display_name":"Yan Qiao","orcid":"https://orcid.org/0000-0002-4407-1762"},"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":"Yan Qiao","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"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":"last","author":{"id":"https://openalex.org/A5100736059","display_name":"Zhiqing Li","orcid":"https://orcid.org/0000-0003-1068-8569"},"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":"Zhi-qing Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"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":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9901999831199646,"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":0.970300018787384,"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":0.7513173818588257},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7170931100845337},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6551041603088379},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5782361030578613},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.5578452944755554},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5425752401351929},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4981720447540283},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.44178661704063416},{"id":"https://openalex.org/keywords/services-computing","display_name":"Services computing","score":0.4238243103027344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3865714371204376},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34342238306999207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33922818303108215},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19295719265937805},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.17351770401000977},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11448982357978821},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08131152391433716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7513173818588257},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7170931100845337},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6551041603088379},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5782361030578613},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.5578452944755554},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5425752401351929},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4981720447540283},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.44178661704063416},{"id":"https://openalex.org/C542858634","wikidata":"https://www.wikidata.org/wiki/Q7455845","display_name":"Services computing","level":3,"score":0.4238243103027344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3865714371204376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34342238306999207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33922818303108215},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19295719265937805},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.17351770401000977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11448982357978821},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08131152391433716},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inm.2009.5188804","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inm.2009.5188804","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IFIP/IEEE International Symposium on Integrated Network Management","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":27,"referenced_works":["https://openalex.org/W3976408","https://openalex.org/W1545609968","https://openalex.org/W1948092788","https://openalex.org/W1976969221","https://openalex.org/W2004702269","https://openalex.org/W2035363137","https://openalex.org/W2049838008","https://openalex.org/W2074448485","https://openalex.org/W2101739800","https://openalex.org/W2105808107","https://openalex.org/W2108363021","https://openalex.org/W2115303222","https://openalex.org/W2122175474","https://openalex.org/W2123439262","https://openalex.org/W2124165698","https://openalex.org/W2130673034","https://openalex.org/W2143303420","https://openalex.org/W2146615718","https://openalex.org/W2149848253","https://openalex.org/W2153551645","https://openalex.org/W2161415693","https://openalex.org/W2163975189","https://openalex.org/W2166734840","https://openalex.org/W2294465279","https://openalex.org/W2997134027","https://openalex.org/W6600155579","https://openalex.org/W6684169368"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W3013085049","https://openalex.org/W600422426","https://openalex.org/W1560496689","https://openalex.org/W1992739770","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W4386900933","https://openalex.org/W2943623134"],"abstract_inverted_index":{"The":[0,49],"modern":[1],"society":[2],"has":[3],"come":[4],"to":[5,21],"rely":[6],"heavily":[7],"on":[8,52],"IT":[9,16,47,58,79],"services.":[10],"To":[11],"improve":[12],"the":[13,45,69,91,140],"quality":[14],"of":[15,36,39,78,86,94,130],"services":[17,42,80],"it":[18,101],"is":[19,60],"important":[20],"quickly":[22],"and":[23,26,55,65,105,112,124],"accurately":[24],"detect":[25],"diagnose":[27],"their":[28],"faults":[29,81],"which":[30],"are":[31],"usually":[32],"detected":[33],"as":[34],"disruption":[35],"a":[37,74,84],"set":[38,85],"dependent":[40],"logical":[41],"affected":[43],"by":[44,63],"failed":[46,87],"resources.":[48],"task,":[50],"depending":[51],"observed":[53],"symptoms":[54],"knowledge":[56],"about":[57],"services,":[59,89],"always":[61],"disturbed":[62],"noises":[64],"dynamic":[66,106],"changing":[67,107],"in":[68,103,126],"managed":[70],"environments.":[71],"We":[72,97,115],"present":[73],"tool":[75],"for":[76],"analysis":[77],"which,":[82],"given":[83],"end-to-end":[88],"discovers":[90],"underlying":[92],"resources":[93],"faulty":[95],"state.":[96],"demonstrate":[98],"empirically":[99],"that":[100,136],"applies":[102],"noisy":[104],"environments":[108],"with":[109,119],"bounded":[110],"errors":[111],"high":[113],"efficiency.":[114],"compare":[116],"our":[117,137],"algorithm":[118,138],"two":[120,127],"prior":[121],"approaches,":[122],"Shrink":[123],"Maxcoverage,":[125],"well-known":[128],"types":[129],"network":[131],"topologies.":[132],"Experimental":[133],"results":[134],"show":[135],"improves":[139],"overall":[141],"performance.":[142]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}