乐胖代购免代理版

{"id":"https://openalex.org/W4298395583","doi":"https://doi.org/10.1016/j.jnca.2022.103515","title":"Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs","display_name":"Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4298395583","doi":"https://doi.org/10.1016/j.jnca.2022.103515"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jnca.2022.103515","pdf_url":null,"source":{"id":"https://openalex.org/S30128005","display_name":"Journal of Network and Computer Applications","issn_l":"1084-8045","issn":["1084-8045","1095-8592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.jnca.2022.103515","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064715170","display_name":"Marcello Cinque","orcid":"https://orcid.org/0000-0003-1455-8614"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcello Cinque","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 degli Studi di Napoli Federico II, Via Claudio 21, Napoli, 80125, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 degli Studi di Napoli Federico II, Via Claudio 21, Napoli, 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009991455","display_name":"Raffaele Della Corte","orcid":"https://orcid.org/0000-0002-1280-6875"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Raffaele Della Corte","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 degli Studi di Napoli Federico II, Via Claudio 21, Napoli, 80125, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e delle Tecnologie dell\u2019Informazione, Universit\u00e0 degli Studi di Napoli Federico II, Via Claudio 21, Napoli, 80125, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028725987","display_name":"Antonio Pecchia","orcid":"https://orcid.org/0000-0003-2869-8423"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Pecchia","raw_affiliation_strings":["Dipartimento di Ingegneria, Universit\u00e0 degli Studi del Sannio, Palazzo Bosco Lucarelli C.so Garibaldi 107, Benevento, 82100, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria, Universit\u00e0 degli Studi del Sannio, Palazzo Bosco Lucarelli C.so Garibaldi 107, Benevento, 82100, Italy","institution_ids":["https://openalex.org/I16337185"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009991455"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":{"value":3140,"currency":"USD","value_usd":3140,"provenance":"doaj"},"apc_paid":{"value":3140,"currency":"USD","value_usd":3140,"provenance":"doaj"},"fwci":1.333,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.690554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":"208","issue":null,"first_page":"103515","last_page":"103515"},"is_retracted":false,"is_paratext":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":0.9993,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.96823364}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.96823364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8700919},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6898817},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6656995},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.57606876},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.54093355},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.50422585},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4106014},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.090542674},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07400039},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jnca.2022.103515","pdf_url":null,"source":{"id":"https://openalex.org/S30128005","display_name":"Journal of Network and Computer Applications","issn_l":"1084-8045","issn":["1084-8045","1095-8592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jnca.2022.103515","pdf_url":null,"source":{"id":"https://openalex.org/S30128005","display_name":"Journal of Network and Computer Applications","issn_l":"1084-8045","issn":["1084-8045","1095-8592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.83}],"grants":[{"funder":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme","award_id":null},{"funder":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020","award_id":null},{"funder":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","award_id":"871342"}],"datasets":[],"versions":[],"referenced_works_count":48,"referenced_works":["https://openalex.org/W1423289960","https://openalex.org/W1500690868","https://openalex.org/W164902916","https://openalex.org/W1988790447","https://openalex.org/W2027380800","https://openalex.org/W2070813941","https://openalex.org/W2077121139","https://openalex.org/W2077388663","https://openalex.org/W2152449272","https://openalex.org/W2166646839","https://openalex.org/W2171867449","https://openalex.org/W2186964452","https://openalex.org/W2268999904","https://openalex.org/W2284296087","https://openalex.org/W2440416811","https://openalex.org/W2492794003","https://openalex.org/W2568760887","https://openalex.org/W2598269246","https://openalex.org/W2605568571","https://openalex.org/W2755394491","https://openalex.org/W2756396702","https://openalex.org/W2765916961","https://openalex.org/W2771013155","https://openalex.org/W2792023776","https://openalex.org/W2884484587","https://openalex.org/W2896030746","https://openalex.org/W2900102039","https://openalex.org/W2942827234","https://openalex.org/W2942834889","https://openalex.org/W2971118467","https://openalex.org/W2972150249","https://openalex.org/W2974504164","https://openalex.org/W2980932398","https://openalex.org/W2990630613","https://openalex.org/W2998908795","https://openalex.org/W3012271718","https://openalex.org/W3014805346","https://openalex.org/W3098963264","https://openalex.org/W3112143385","https://openalex.org/W3120421331","https://openalex.org/W3155428108","https://openalex.org/W3161554626","https://openalex.org/W3199174176","https://openalex.org/W3201324407","https://openalex.org/W4200415345","https://openalex.org/W4212924738","https://openalex.org/W4254645900","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W4367181468","https://openalex.org/W4293799853","https://openalex.org/W4225586032","https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W3119944216","https://openalex.org/W3003367851","https://openalex.org/W2994988622","https://openalex.org/W2767473057","https://openalex.org/W1492892507"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,48,102,126,141,154],"study":[4,118],"on":[5,16,61,140],"log":[6,115],"mining":[7,31],"in":[8,34,122,136],"the":[9,17,39,62,84,123,147],"domain":[10],"of":[11,19,42,55,64,86,89,101,104,114,125,133],"microservices":[12,35,134],"technologies.":[13],"We":[14,45],"focus":[15],"detection":[18],"anomalies":[20],"from":[21,92,107,146],"logs,":[22,108],"i.e.,":[23],"events":[24],"requiring":[25,68],"deeper":[26],"inspection":[27],"by":[28,74,99],"analysts.":[29],"Log":[30],"is":[32],"challenging":[33],"systems":[36],"due":[37],"to":[38,51],"high":[40],"number":[41],"heterogeneous":[43],"logs.":[44],"present":[46],"Micro2vec,":[47],"novel":[49],"approach":[50,98],"mine":[52],"numeric":[53],"representations":[54,72],"computer":[56],"logs":[57,91],"without":[58],"making":[59],"assumptions":[60],"format":[63],"underlying":[65],"data":[66],"and":[67,112,139],"no":[69],"application":[70],"knowledge;":[71],"computed":[73],"Micro2vec":[75],"are":[76],"suited":[77],"for":[78],"anomaly":[79],"detection.":[80],"To":[81],"cope":[82],"with":[83,159],"lack":[85],"publicly-available":[87],"datasets":[88],"labeled":[90],"production":[93],"systems,":[94],"we":[95],"validate":[96],"our":[97],"means":[100],"mixture":[103],"direct":[105],"measurements":[106],"one-class":[109],"classification":[110],"experiments":[111],"generation":[113],"variants.":[116],"The":[117],"has":[119],"been":[120],"conducted":[121],"context":[124],"Clearwater":[127],"IP":[128],"Multimedia":[129],"Subsystem":[130],"setup":[131],"consisting":[132],"deployed":[135],"Docker":[137],"containers,":[138],"real-world":[142],"critical":[143],"information":[144],"system":[145],"Air":[148],"Traffic":[149],"Control":[150],"domain,":[151],"which":[152],"implements":[153],"communication":[155],"model":[156],"typically":[157],"used":[158],"microservices.":[160]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4298395583","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-01-06T07:25:26.173818","created_date":"2022-10-02"}