{"id":"https://openalex.org/W2089694383","doi":"https://doi.org/10.1109/lcn.2013.6761298","title":"Automated diagnosis of known and unknown soft-failure in user devices using transformed Signatures and single classifier architecture","display_name":"Automated diagnosis of known and unknown soft-failure in user devices using transformed Signatures and single classifier architecture","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2089694383","doi":"https://doi.org/10.1109/lcn.2013.6761298","mag":"2089694383"},"language":"en","primary_location":{"id":"doi:10.1109/lcn.2013.6761298","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lcn.2013.6761298","pdf_url":"https://ieeexplore.ieee.org/ielx7/6745315/6761208/06761298.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"38th Annual IEEE Conference on Local Computer Networks","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6745315/6761208/06761298.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013774456","display_name":"Chathuranga Widanapathirana","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chathuranga Widanapathirana","raw_affiliation_strings":["Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613888","display_name":"Jonathan Li","orcid":"https://orcid.org/0000-0001-7172-7272"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jonathan C. Li","raw_affiliation_strings":["Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072754731","display_name":"M. Ivanovich","orcid":"https://orcid.org/0000-0001-7240-1602"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Milosh V. Ivanovich","raw_affiliation_strings":["Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044845244","display_name":"Paul Fitzpatrick","orcid":"https://orcid.org/0000-0002-6018-6658"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paul G. Fitzpatrick","raw_affiliation_strings":["Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020664982","display_name":"Y. Ahmet \u015eekercio\u011flu","orcid":"https://orcid.org/0000-0001-9119-8400"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Y. Ahmet Sekercioglu","raw_affiliation_strings":["Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Systems Engineering, Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia]","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013774456"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":0.3625,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67134463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"614","last_page":"621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9987000226974487,"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":0.9987000226974487,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9986000061035156,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980999827384949,"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":0.6973776817321777},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6380615234375},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5633035898208618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46385690569877625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4263223111629486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6973776817321777},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6380615234375},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5633035898208618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46385690569877625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4263223111629486},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcn.2013.6761298","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lcn.2013.6761298","pdf_url":"https://ieeexplore.ieee.org/ielx7/6745315/6761208/06761298.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"38th Annual IEEE Conference on Local Computer Networks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/lcn.2013.6761298","is_oa":true,"landing_page_url":"https://doi.org/10.1109/lcn.2013.6761298","pdf_url":"https://ieeexplore.ieee.org/ielx7/6745315/6761208/06761298.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"38th Annual IEEE Conference on Local Computer Networks","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2089694383.pdf","grobid_xml":"https://content.openalex.org/works/W2089694383.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W191547820","https://openalex.org/W1534209802","https://openalex.org/W1543942291","https://openalex.org/W1636629214","https://openalex.org/W2016484659","https://openalex.org/W2022758041","https://openalex.org/W2046320049","https://openalex.org/W2097882016","https://openalex.org/W2101768888","https://openalex.org/W2113831526","https://openalex.org/W2115546448","https://openalex.org/W2123016589","https://openalex.org/W2126210439","https://openalex.org/W2126969025","https://openalex.org/W2128210890","https://openalex.org/W2130531694","https://openalex.org/W2136451165","https://openalex.org/W2143065961","https://openalex.org/W2147118406","https://openalex.org/W2157614013","https://openalex.org/W2167499506","https://openalex.org/W2186961980","https://openalex.org/W2294288628","https://openalex.org/W3006800484","https://openalex.org/W3160434771","https://openalex.org/W4232093111","https://openalex.org/W4237515752","https://openalex.org/W4238465620","https://openalex.org/W4247842874","https://openalex.org/W4253729210","https://openalex.org/W4256524787","https://openalex.org/W6607750495","https://openalex.org/W6632490965","https://openalex.org/W6636876309","https://openalex.org/W6654532382","https://openalex.org/W6686885839"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2,47,113],"automated":[3],"solution":[4],"for":[5,70,141],"rapid":[6],"diagnosis":[7,138],"of":[8,41,77,105,117,125],"both":[9],"known":[10,27],"and":[11,29,93,122,137],"unknown":[12,33],"\u201csoft-failures\u201d":[13],"in":[14,46],"network":[15,103],"User":[16],"Devices":[17],"(UDs).":[18],"A":[19],"multiclass":[20],"classifier":[21,51],"is":[22,52,99],"first":[23],"trained":[24],"with":[25,54,90,101,129],"the":[26,32,39,50,55,74,78,130,132],"faults":[28,34],"during":[30],"diagnosis,":[31],"are":[35],"clustered":[36],"to":[37],"determine":[38],"existence":[40],"a":[42,87],"new":[43],"fault.":[44,58],"Then,":[45],"iterative":[48],"process,":[49],"re-trained":[53],"newly":[56],"detected":[57],"The":[59,97,110],"system":[60,98],"relies":[61],"on":[62],"410":[63],"features":[64],"long":[65],"Normalized":[66],"Statistical":[67],"Signature":[68],"(NSSs)":[69],"fault":[71],"characterization.":[72],"Since,":[73],"high":[75],"dimensionality":[76,123],"NSS":[79],"can":[80],"create":[81],"model":[82],"overfitting,":[83],"we":[84],"propose":[85],"EigenNSS,":[86],"transformed":[88],"signature":[89],"lower":[91],"dimensions":[92],"minimum":[94,119],"information":[95],"loss.":[96],"evaluated":[100],"live":[102],"data":[104],"17":[106],"emulated":[107],"UD":[108],"faults.":[109],"results":[111],"show":[112],"overall":[114],"detection":[115],"accuracy":[116],"97.2%with":[118],"false":[120],"positives":[121],"reduction":[124],"93.9%.":[126],"Also,":[127],"compared":[128],"NSS,":[131],"EigenNSS":[133],"has":[134],"faster":[135],"training":[136],"times":[139],"suitable":[140],"on-demand":[142],"as":[143,145],"well":[144],"real-time":[146],"diagnostic":[147],"applications.":[148]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
