{"id":"https://openalex.org/W3096610945","doi":"https://doi.org/10.1109/tnsm.2020.3036414","title":"NEMA: Automatic Integration of Large Network Management Databases","display_name":"NEMA: Automatic Integration of Large Network Management Databases","publication_year":2020,"publication_date":"2020-11-06","ids":{"openalex":"https://openalex.org/W3096610945","doi":"https://doi.org/10.1109/tnsm.2020.3036414","mag":"3096610945"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2020.3036414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.3036414","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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/A5076078596","display_name":"Fubao Wu","orcid":"https://orcid.org/0000-0002-3890-5441"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fubao Wu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108581295","display_name":"Han Hee Song","orcid":null},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han Hee Song","raw_affiliation_strings":["Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049563243","display_name":"Jiangtao Yin","orcid":"https://orcid.org/0000-0003-2129-9569"},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiangtao Yin","raw_affiliation_strings":["Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019000951","display_name":"Lixin Gao","orcid":"https://orcid.org/0009-0000-8951-091X"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lixin Gao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085829653","display_name":"Mario Baldi","orcid":"https://orcid.org/0000-0001-6109-4993"},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Baldi","raw_affiliation_strings":["Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014256635","display_name":"Narendra Anand","orcid":null},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Narendra Anand","raw_affiliation_strings":["Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Networking and Technology Department, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076078596"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":0.359,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66374599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"18","issue":"3","first_page":"3783","last_page":"3797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9986000061035156,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9984999895095825,"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":0.7889440655708313},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6748388409614563},{"id":"https://openalex.org/keywords/schema-matching","display_name":"Schema matching","score":0.6466445922851562},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6118599772453308},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5487724542617798},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.5275618433952332},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5185723900794983},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.49025776982307434},{"id":"https://openalex.org/keywords/database-schema","display_name":"Database schema","score":0.47098299860954285},{"id":"https://openalex.org/keywords/string-metric","display_name":"String metric","score":0.43592122197151184},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4116175174713135},{"id":"https://openalex.org/keywords/pattern-matching","display_name":"Pattern matching","score":0.35134345293045044},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3162498474121094},{"id":"https://openalex.org/keywords/string-searching-algorithm","display_name":"String searching algorithm","score":0.26738595962524414},{"id":"https://openalex.org/keywords/database-design","display_name":"Database design","score":0.25952333211898804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1457098126411438}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889440655708313},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6748388409614563},{"id":"https://openalex.org/C2777327318","wikidata":"https://www.wikidata.org/wiki/Q1408390","display_name":"Schema matching","level":3,"score":0.6466445922851562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6118599772453308},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5487724542617798},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.5275618433952332},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5185723900794983},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.49025776982307434},{"id":"https://openalex.org/C30775581","wikidata":"https://www.wikidata.org/wiki/Q632285","display_name":"Database schema","level":3,"score":0.47098299860954285},{"id":"https://openalex.org/C22820288","wikidata":"https://www.wikidata.org/wiki/Q9050568","display_name":"String metric","level":4,"score":0.43592122197151184},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4116175174713135},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.35134345293045044},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3162498474121094},{"id":"https://openalex.org/C7757238","wikidata":"https://www.wikidata.org/wiki/Q374040","display_name":"String searching algorithm","level":3,"score":0.26738595962524414},{"id":"https://openalex.org/C148840519","wikidata":"https://www.wikidata.org/wiki/Q1049878","display_name":"Database design","level":2,"score":0.25952333211898804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1457098126411438},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2020.3036414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.3036414","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W169140825","https://openalex.org/W178343568","https://openalex.org/W776871969","https://openalex.org/W1607525754","https://openalex.org/W1978213920","https://openalex.org/W1998982581","https://openalex.org/W2011945439","https://openalex.org/W2013093146","https://openalex.org/W2023703869","https://openalex.org/W2037176899","https://openalex.org/W2066102695","https://openalex.org/W2092180426","https://openalex.org/W2096454106","https://openalex.org/W2097226704","https://openalex.org/W2097453652","https://openalex.org/W2102443632","https://openalex.org/W2108267498","https://openalex.org/W2135223301","https://openalex.org/W2140655242","https://openalex.org/W2156510574","https://openalex.org/W2156543375","https://openalex.org/W2171365126","https://openalex.org/W2187413858","https://openalex.org/W2309052400","https://openalex.org/W2344683494","https://openalex.org/W2522988508","https://openalex.org/W2543002526","https://openalex.org/W2619831351","https://openalex.org/W2784053634","https://openalex.org/W2795284094","https://openalex.org/W2810039498","https://openalex.org/W2893303656","https://openalex.org/W2963357556","https://openalex.org/W2970734239","https://openalex.org/W4255889623","https://openalex.org/W4300601563","https://openalex.org/W6622621606","https://openalex.org/W6636235435","https://openalex.org/W6750229894","https://openalex.org/W6752943310","https://openalex.org/W6754576228","https://openalex.org/W6949027608"],"related_works":["https://openalex.org/W1995017804","https://openalex.org/W2766698234","https://openalex.org/W2168996210","https://openalex.org/W2786808427","https://openalex.org/W2546405733","https://openalex.org/W2687820697","https://openalex.org/W2136028717","https://openalex.org/W2185845187","https://openalex.org/W2257399947","https://openalex.org/W3030019037"],"abstract_inverted_index":{"Network":[0,69],"management,":[1],"whether":[2],"for":[3,124,140,149,161,170,244],"malfunction":[4],"analysis,":[5],"failure":[6],"prediction,":[7],"performance":[8],"monitoring":[9],"and":[10,24,66,81,86,92,153,159,164,167,176,228,239],"improvement,":[11],"generally":[12],"involves":[13],"large":[14,128,141,192,199],"amounts":[15],"of":[16,127,178,205,218],"data":[17,63,151],"from":[18,83],"different":[19,84],"sources.":[20],"To":[21],"effectively":[22],"integrate":[23],"manage":[25],"these":[26,172],"sources,":[27],"automatically":[28],"finding":[29],"semantic":[30],"matches":[31],"among":[32],"their":[33],"schemas":[34],"or":[35],"ontologies":[36],"is":[37,96,109],"crucial.":[38],"Existing":[39],"approaches":[40],"on":[41,51,56,111,186,198],"database":[42],"matching":[43,54,114,126,138,148,157,171,238],"mainly":[44],"fall":[45],"into":[46],"two":[47],"categories.":[48],"One":[49],"focuses":[50],"the":[52,112,125,241],"schema-level":[53],"based":[55,110,185],"schema":[57,67,93,104],"properties":[58],"such":[59],"as":[60],"field":[61,90,189],"names,":[62],"types,":[64],"constraints":[65],"structures.":[68],"management":[70,130,194],"databases":[71,144,200],"contain":[72],"massive":[73],"tables":[74],"(e.g.,":[75],"network":[76,129,193],"products,":[77],"incidents,":[78],"security":[79],"alert":[80],"logs)":[82],"departments":[85],"groups":[87],"with":[88,201,223],"nonuniform":[89],"names":[91],"characteristics.":[94],"It":[95],"not":[97,122],"reliable":[98],"to":[99],"match":[100],"them":[101,233],"by":[102,182,234],"those":[103],"properties.":[105],"The":[106,174],"other":[107,225],"category":[108],"instance-level":[113,147],"using":[115],"general":[116],"string":[117],"similarity":[118],"techniques,":[119],"which":[120,206],"are":[121,180],"applicable":[123],"databases.":[131,195],"In":[132],"this":[133],"article,":[134],"we":[135],"develop":[136],"a":[137],"technique":[139],"NEtwork":[142],"MAnagement":[143],"(NEMA)":[145],"deploying":[146],"effective":[150],"integration":[152],"connection.":[154],"We":[155,220],"design":[156],"metrics":[158],"scores":[160],"both":[162],"numerical":[163,237],"non-numerical":[165,245],"fields":[166],"propose":[168],"algorithms":[169],"fields.":[173],"effectiveness":[175],"efficiency":[177],"NEMA":[179,214,231],"evaluated":[181],"conducting":[183],"experiments":[184],"ground":[187],"truth":[188],"pairs":[190],"in":[191,236],"Our":[196],"measurement":[197],"1,458":[202],"fields,":[203],"each":[204],"contains":[207],"over":[208],"10":[209],"million":[210],"records,":[211],"reveals":[212],"that":[213,230],"can":[215],"achieve":[216],"accuracy":[217],"95%.":[219],"further":[221],"compare":[222],"several":[224],"existing":[226],"algorithms,":[227],"show":[229],"outperforms":[232],"7%-15%":[235],"achieves":[240],"best":[242],"trade-off":[243],"matching.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}