{"id":"https://openalex.org/W2752140289","doi":"https://doi.org/10.1109/mcom.2017.1700066","title":"Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques","display_name":"Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2752140289","doi":"https://doi.org/10.1109/mcom.2017.1700066","mag":"2752140289"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.2017.1700066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2017.1700066","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","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/A5082621006","display_name":"J. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-3408-7143"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Manuel Navarro Gonzalez","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101839805","display_name":"Javier Jim\u00e9nez","orcid":"https://orcid.org/0000-0001-5683-6403"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Andion Jimenez","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036595553","display_name":"Juan Carlos Due\u00f1as L\u00f3pez","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Carlos Duenas Lopez","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040088418","display_name":"Hugo A. Parada G.","orcid":"https://orcid.org/0000-0003-3714-7906"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Hugo A. Parada G","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082621006"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":null,"apc_paid":null,"fwci":2.9009,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.92253521,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"55","issue":"9","first_page":"126","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9988999962806702,"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":0.9988999962806702,"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/T10260","display_name":"Software Engineering Research","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.993399977684021,"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/computer-science","display_name":"Computer science","score":0.9028931856155396},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8936607837677002},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.815808892250061},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6274381875991821},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.6210827231407166},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5903050899505615},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5419448614120483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48741891980171204},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4758303463459015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47291168570518494},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.4379899501800537},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.09299537539482117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9028931856155396},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8936607837677002},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.815808892250061},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6274381875991821},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.6210827231407166},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5903050899505615},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5419448614120483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48741891980171204},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4758303463459015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47291168570518494},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.4379899501800537},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.09299537539482117},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.2017.1700066","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.2017.1700066","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1974160723","https://openalex.org/W1988422940","https://openalex.org/W2026453187","https://openalex.org/W2056291033","https://openalex.org/W2131681506","https://openalex.org/W2148143831","https://openalex.org/W2164463086","https://openalex.org/W2171033594","https://openalex.org/W2216268987","https://openalex.org/W2324806281","https://openalex.org/W2465001702","https://openalex.org/W3099768174"],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W3045668461","https://openalex.org/W4255366506","https://openalex.org/W2056250485","https://openalex.org/W2202104725","https://openalex.org/W2885334669","https://openalex.org/W167622659","https://openalex.org/W2535098331","https://openalex.org/W4309130551","https://openalex.org/W4321505428"],"abstract_inverted_index":{"Root":[0],"cause":[1],"analysis":[2],"includes":[3],"the":[4,8,22,54,75],"methods":[5],"to":[6,37],"identify":[7,74],"sources":[9],"of":[10,21,57,78],"errors":[11],"in":[12],"a":[13,86],"network.":[14,88],"Most":[15],"techniques":[16,52],"rely":[17],"on":[18,49,66],"knowledge":[19,38],"models":[20],"system,":[23],"which":[24],"are":[25],"usually":[26],"built":[27],"by":[28],"using":[29],"network":[30,72],"operators'":[31],"expertise.":[32],"This":[33],"presents":[34],"problems":[35],"related":[36],"extraction,":[39],"scalability,":[40],"and":[41,68],"understandability.":[42],"We":[43,80],"propose":[44],"an":[45],"offline":[46],"method":[47],"based":[48],"machine":[50],"learning":[51],"for":[53],"automatic":[55],"identification":[56],"dependencies":[58],"between":[59],"system":[60],"events,":[61],"enhanced":[62],"with":[63,83],"summarization,":[64],"operations":[65],"graphs,":[67],"visualization":[69],"that":[70],"help":[71],"operators":[73],"root":[76],"causes":[77],"errors.":[79],"illustrate":[81],"it":[82],"examples":[84],"from":[85],"corporate":[87]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}